Transmission method and reception device
11128318 · 2021-09-21
Assignee
Inventors
Cpc classification
H03M13/036
ELECTRICITY
H03M13/1111
ELECTRICITY
H03M13/2707
ELECTRICITY
H03M13/116
ELECTRICITY
H03M13/1185
ELECTRICITY
H03M13/2778
ELECTRICITY
H03M13/616
ELECTRICITY
H03M13/2757
ELECTRICITY
H03M13/19
ELECTRICITY
H03M13/2721
ELECTRICITY
International classification
H03M13/03
ELECTRICITY
H03M13/00
ELECTRICITY
H04L1/00
ELECTRICITY
Abstract
The present technology relates to a transmission method and a reception device capable of ensuring good communication quality in data transmission by using an LDPC code. In group-wise interleaving, an LDPC code with a code length N of 69120 bits is interleaved in units of bit groups of 360 bits. In group-wise deinterleaving, an arrangement of the LDPC code after the group-wise interleaving is returned to an original arrangement. The present technology can be applied, for example, to the case of performing data transmission by using an LDPC code or the like.
Claims
1. A transmission method, comprising: performing LDPC encoding based on a check matrix of an LDPC code with a code length N of 69120 bits and an encoding rater of 2/16; performing group-wise interleaving of interleaving the LDPC code in units of bit groups of 360 bits; mapping the LDPC code in one of 16 signal points of 2D-non-uniform constellation (NUC) of 16QAM in units of 4 bits, wherein in the group-wise interleaving, an (i+1)-th bit group from a lead of the LDPC code is set as a bit group i, and an arrangement of bit groups 0 to 191 of the 69120-bit LDPC code is interleaved into an arrangement of a bit group 116, 157, 105, 191, 110, 149, 0, 186, 88, 165, 141, 179, 160, 121, 35, 170, 97, 7, 181, 31, 130, 123, 184, 34, 101, 167, 68, 135, 18, 91, 159, 81, 53, 36, 164, 139, 61, 162, 79, 4, 176, 127, 42, 148, 147, 150, 55, 109, 132, 124, 9, 66, 14, 128, 134, 27, 29, 59, 153, 22, 120, 13, 187, 112, 69, 163, 11, 70, 58, 15, 25, 102, 188, 182, 156, 20, 17, 10, 32, 76, 5, 28, 46, 166, 140, 143, 65, 63, 107, 119, 87, 145, 62, 108, 189, 114, 71, 78, 122, 93, 37, 12, 137, 118, 56, 67, 98, 113, 173, 169, 39, 51, 177, 1, 84, 40, 158, 2, 144, 73, 43, 82, 92, 16, 133, 129, 99, 86, 57, 47, 183, 171, 131, 33, 26, 168, 155, 178, 175, 64, 52, 100, 142, 90, 8, 106, 45, 19, 24, 80, 146, 136, 125, 95, 172, 104, 154, 138, 6, 85, 94, 74, 151, 44, 174, 115, 185, 89, 23, 190, 111, 72, 180, 54, 77, 75, 117, 126, 49, 103, 48, 60, 83, 3, 21, 50, 161, 30, 96, 152, 41, 38, the check matrix includes: an A matrix of M1 rows and K columns in an upper left of the check matrix, wherein the A matrix is indicated by a value M1 and an information length K of the LDPC code, and K=Nxr; a B matrix of M1 rows and M1 columns, wherein the B matrix includes a staircase structure adjacent to the right of the A matrix; a Z matrix of M1 rows and (N−K−M1) columns, wherein the Z matrix is a zero matrix adjacent to the right of the B matrix; a C matrix of (N−K−M1) rows and (K+M1) columns adjacent below the A matrix and the B matrix; and a D matrix of (N−K−M1) rows and (N−K−M1) columns, wherein the D matrix is a unit matrix adjacent to the right of the C matrix, the value M1 is 1800, the A matrix and the C matrix are represented by a check matrix initial value table, the check matrix initial value table is a table representing positions of elements of l's of the A matrix and the C matrix every 360 columns, and the check matrix initial value table is 1617 1754 1768 2501 6874 12486 12872 16244 18612 19698 21649 30954 33221 33723 34495 37587 38542 41510 42268 52159 59780 206 610 991 2665 4994 5681 12371 17343 25547 26291 26678 27791 27828 32437 33153 35429 39943 45246 46732 53342 60451 119 682 963 3339 6794 7021 7295 8856 8942 10842 11318 14050 14474 27281 28637 29963 37861 42536 43865 48803 59969 175 201 355 5418 7990 10567 10642 12987 16685 18463 21861 24307 25274 27515 39631 40166 43058 47429 55512 55519 59426 117 839 1043 1960 6896 19146 24022 26586 29342 29906 33129 33647 33883 34113 34550 38720 40247 45651 51156 53053 56614 135 236 257 7505 9412 12642 19752 20201 26010 28967 31146 37156 44685 45667 50066 51283 54365 55475 56501 58763 59121 109 840 1573 5523 19968 23924 24644 27064 29410 31276 31526 32173 38175 43570 43722 46655 46660 48353 54025 57319 59818 522 1236 1573 6563 11625 13846 17570 19547 22579 22584 29338 30497 33124 33152 35407 36364 37726 41426 53800 57130 504 1330 1481 13809 15761 20050 26339 27418 29630 32073 33762 34354 36966 43315 47773 47998 48824 50535 53437 55345 348 1244 1492 9626 9655 15638 22727 22971 28357 28841 31523 37543 41100 42372 48983 50354 51434 54574 55031 58193 742 1223 1459 20477 21731 23163 23587 30829 31144 32186 32235 32593 34130 40829 42217 42294 42753 44058 49940 51993 841 860 1534 5878 7083 7113 9658 10508 12871 12964 14023 21055 22680 23927 32701 35168 40986 42139 50708 55350 657 1018 1690 6454 7645 7698 8657 9615 16462 18030 19850 19857 33265 33552 42208 44424 48965 52762 55439 58299 14 511 1376 2586 6797 9409 9599 10784 13076 18509 27363 27667 30262 34043 37043 38143 40246 53811 58872 59250 315 883 1487 2067 7537 8749 10785 11820 15702 20232 22850 23540 30247 41182 44884 50601 52140 55970 57879 58514 256 1442 1534 2342 9734 10789 15334 15356 20334 20433 22923 23521 29391 30553 35406 35643 35701 37968 39541 58097 260 1238 1557 14167 15271 18046 20588 23444 25820 26660 30619 31625 33258 38554 40401 46471 53589 54904 56455 60016 591 885 1463 3411 14043 17083 17372 23029 23365 24691 25527 26389 28621 29999 40343 40359 40394 45685 46209 54887 1119 1411 1664 7879 17732 27000 28506 32237 32445 34100 34926 36470 42848 43126 44117 48780 49519 49592 51901 56580 147 1333 1560 6045 11526 14867 15647 19496 26626 27600 28044 30446 35920 37523 42907 42974 46452 52480 57061 60152 304 591 680 5557 6948 13550 19689 19697 22417 23237 25813 31836 32736 36321 36493 36671 46756 53311 59230 59248 586 777 1018 2393 2817 4057 8068 10632 12430 13193 16433 17344 24526 24902 27693 39301 39776 42300 45215 52149 684 1425 1732 2436 4279 7375 8493 10023 14908 20703 25656 25757 27251 27316 33211 35741 38872 42908 55079 58753 962 981 1773 2814 3799 6243 8163 12655 21226 31370 32506 35372 36697 47037 49095 55400 57506 58743 59678 60422 6229 6484 8795 8981 13576 28622 35526 36922 37284 42155 43443 44080 44446 46649 50824 52987 59033 2742 5176 10231 10336 16729 17273 18474 25875 28227 34891 39826 42595 48600 52542 53023 53372 57331 3512 4163 4725 8375 8585 19795 22844 28615 28649 29481 41484 41657 53255 54222 54229 57258 57647 3358 5239 9423 10858 15636 17937 20678 22427 31220 37069 38770 42079 47256 52442 55152 56964 59169 2243 10090 12309 15437 19426 23065 24872 36192 36336 36949 41387 49915 50155 54338 54422 56561 57984; and transmitting the mapped LDPC code from a transmission device to a reception device.
2. A reception device, comprising: a group-wise deinterleaving unit configured to return an original arrangement of an LDPC code after group-wise interleaving, wherein the LDPC code after group-wise interleaving is obtained from data transmitted from a transmission device the transmission device includes: an encoding unit that performs LDPC encoding based on a check matrix of the LDPC code with a code length N of 69120 bits and an encoding rate r of 2/16; a group-wise interleaving unit that performs the group-wise interleaving of interleaving the LDPC code in units of bit groups of 360 bits; and a mapping unit that maps the LDPC code in one of 16 signal points of 2D-non-uniform constellation (NUC) of 16QAM in units of 4 bits, wherein in the group-wise interleaving, an (i+1)-th bit group from a lead of the LDPC code is set as a bit group i, and an arrangement of bit groups 0 to 191 of the 69120-bit LDPC code is interleaved into an arrangement of a bit group 116, 157, 105, 191, 110, 149, 0, 186, 88, 165, 141, 179, 160, 121, 35, 170, 97, 7, 181, 31, 130, 123, 184, 34, 101, 167, 68, 135, 18, 91, 159, 81, 53, 36, 164, 139, 61, 162, 79, 4, 176, 127, 42, 148, 147, 150, 55, 109, 132, 124, 9, 66, 14, 128, 134, 27, 29, 59, 153, 22, 120, 13, 187, 112, 69, 163, 11, 70, 58, 15, 25, 102, 188, 182, 156, 20, 17, 10, 32, 76, 5, 28, 46, 166, 140, 143, 65, 63, 107, 119, 87, 145, 62, 108, 189, 114, 71, 78, 122, 93, 37, 12, 137, 118, 56, 67, 98, 113, 173, 169, 39, 51, 177, 1, 84, 40, 158, 2, 144, 73, 43, 82, 92, 16, 133, 129, 99, 86, 57, 47, 183, 171, 131, 33, 26, 168, 155, 178, 175, 64, 52, 100, 142, 90, 8, 106, 45, 19, 24, 80, 146, 136, 125, 95, 172, 104, 154, 138, 6, 85, 94, 74, 151, 44, 174, 115, 185, 89, 23, 190, 111, 72, 180, 54, 77, 75, 117, 126, 49, 103, 48, 60, 83, 3, 21, 50, 161, 30, 96, 152, 41, 38, the check matrix includes: an A matrix of M1 rows and K columns in an upper left of the check matrix, wherein the A matrix is indicated by a value M1 and an information length K of the LDPC code, and K=N xr; a B matrix of M1 rows and M1 columns, wherein the B matrix includes a staircase structure adjacent to the right of the A matrix; a Z matrix of M1 rows and (N−K−M1) columns, wherein the Z matrix-is a zero matrix adjacent to the right of the B matrix; a C matrix of (N−K−M1) rows and (K+M1) columns adjacent below the A matrix and the B matrix; and a D matrix of (N−K−M1) rows and (N−K−M1) columns, wherein the D matrix is a unit matrix adjacent to the right of the C matrix, the predetermined value M1 is 1800, the A matrix and the C matrix are represented by a check matrix initial value table, the check matrix initial value table is a table representing positions of elements of l's of the A matrix and the C matrix every 360 columns, and the check matrix initial value table is 1617 1754 1768 2501 6874 12486 12872 16244 18612 19698 21649 30954 33221 33723 34495 37587 38542 41510 42268 52159 59780 206 610 991 2665 4994 5681 12371 17343 25547 26291 26678 27791 27828 32437 33153 35429 39943 45246 46732 53342 60451 119 682 963 3339 6794 7021 7295 8856 8942 10842 11318 14050 14474 27281 28637 29963 37861 42536 43865 48803 59969 175 201 355 5418 7990 10567 10642 12987 16685 18463 21861 24307 25274 27515 39631 40166 43058 47429 55512 55519 59426 117 839 1043 1960 6896 19146 24022 26586 29342 29906 33129 33647 33883 34113 34550 38720 40247 45651 51156 53053 56614 135 236 257 7505 9412 12642 19752 20201 26010 28967 31146 37156 44685 45667 50066 51283 54365 55475 56501 58763 59121 109 840 1573 5523 19968 23924 24644 27064 29410 31276 31526 32173 38175 43570 43722 46655 46660 48353 54025 57319 59818 522 1236 1573 6563 11625 13846 17570 19547 22579 22584 29338 30497 33124 33152 35407 36364 37726 41426 53800 57130 504 1330 1481 13809 15761 20050 26339 27418 29630 32073 33762 34354 36966 43315 47773 47998 48824 50535 53437 55345 348 1244 1492 9626 9655 15638 22727 22971 28357 28841 31523 37543 41100 42372 48983 50354 51434 54574 55031 58193 742 1223 1459 20477 21731 23163 23587 30829 31144 32186 32235 32593 34130 40829 42217 42294 42753 44058 49940 51993 841 860 1534 5878 7083 7113 9658 10508 12871 12964 14023 21055 22680 23927 32701 35168 40986 42139 50708 55350 657 1018 1690 6454 7645 7698 8657 9615 16462 18030 19850 19857 33265 33552 42208 44424 48965 52762 55439 58299 14 511 1376 2586 6797 9409 9599 10784 13076 18509 27363 27667 30262 34043 37043 38143 40246 53811 58872 59250 315 883 1487 2067 7537 8749 10785 11820 15702 20232 22850 23540 30247 41182 44884 50601 52140 55970 57879 58514 256 1442 1534 2342 9734 10789 15334 15356 20334 20433 22923 23521 29391 30553 35406 35643 35701 37968 39541 58097 260 1238 1557 14167 15271 18046 20588 23444 25820 26660 30619 31625 33258 38554 40401 46471 53589 54904 56455 60016 591 885 1463 3411 14043 17083 17372 23029 23365 24691 25527 26389 28621 29999 40343 40359 40394 45685 46209 54887 1119 1411 1664 7879 17732 27000 28506 32237 32445 34100 34926 36470 42848 43126 44117 48780 49519 49592 51901 56580 147 1333 1560 6045 11526 14867 15647 19496 26626 27600 28044 30446 35920 37523 42907 42974 46452 52480 57061 60152 304 591 680 5557 6948 13550 19689 19697 22417 23237 25813 31836 32736 36321 36493 36671 46756 53311 59230 59248 586 777 1018 2393 2817 4057 8068 10632 12430 13193 16433 17344 24526 24902 27693 39301 39776 42300 45215 52149 684 1425 1732 2436 4279 7375 8493 10023 14908 20703 25656 25757 27251 27316 33211 35741 38872 42908 55079 58753 962 981 1773 2814 3799 6243 8163 12655 21226 31370 32506 35372 36697 47037 49095 55400 57506 58743 59678 60422 6229 6484 8795 8981 13576 28622 35526 36922 37284 42155 43443 44080 44446 46649 50824 52987 59033 2742 5176 10231 10336 16729 17273 18474 25875 28227 34891 39826 42595 48600 52542 53023 53372 57331 3512 4163 4725 8375 8585 19795 22844 28615 28649 29481 41484 41657 53255 54222 54229 57258 57647 3358 5239 9423 10858 15636 17937 20678 22427 31220 37069 38770 42079 47256 52442 55152 56964 59169 2243 10090 12309 15437 19426 23065 24872 36192 36336 36949 41387 49915 50155 54338 54422 56561 57984.
Description
BRIEF DESCRIPTION OF DRAWINGS
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MODE FOR CARRYING OUT THE INVENTION
(212) Hereinafter, before embodiments of the present technology are described, an LDPC code will be described.
(213) <LDPC Code>
(214) Note that, although the LDPC code is a linear code and needs not to be binary, the LDPC code will be described herein as binary.
(215) An LDPC code is most characterized in that a parity check matrix defining the LDPC code is sparse. Herein, a sparse matrix is a matrix of which the number of 1's of matrix elements is very small (a matrix of which most elements are 0).
(216)
(217) In the check matrix H of
(218) In encoding (LDPC encoding) with an LDPC code, a code word (LDPC code) is generated, for example, by generating a generation matrix G on the basis of the check matrix H and multiplying the generation matrix G with binary information bits.
(219) Specifically, the encoding device that performs the LDPC encoding first calculates a generation matrix G which satisfies the formula GH.sup.T=0 between the generation matrix G and the transposed matrix H.sup.T of the check matrix H. Herein, in a case where the generation matrix G is a K×N matrix, the encoding device multiplies the generation matrix G by a bit string (vector u) of information bits including K bits to generate a code word c (=uG) including N bits. The code word (LDPC code) generated by the encoding device is received at the reception side via a predetermined communication line.
(220) The decoding of the LDPC code is an algorithm, referred to as probabilistic decoding, proposed by Gallager and can be performed by a message passing algorithm with probabilistic propagation (belief propagation) on a so-called Tanner graph including a variable node (also called a message node) and a check node. Herein, hereinafter, as appropriate, the variable node and the check node are also simply referred to as nodes.
(221)
(222) In addition, hereinafter, as appropriate, a real value (received LLR) represented by “0” likeliness of the value of the i-th code bit of the LDPC code (1 code word) received by the reception side in a log likelihood ratio is also referred to as a reception value u.sub.0i. In addition, a message output from the check node is denoted by u.sub.j, and a message output from the variable node is denoted by v.sub.i.
(223) First, in the decoding of the LDPC code, as illustrated in
(224)
(225) Herein, d.sub.v and d.sub.c in Formula (1) and Formula (2) are parameters that can be arbitrarily selected to indicate the number of “1s” in the vertical direction (column) and the horizontal direction (row) of the check matrix H, respectively. For example, in the case of an LDPC code ((3, 6) LDPC code) for a check matrix H with a column weight of 3 and a row weight of 6 as illustrated in
(226) In addition, in each of the variable node operation of Formula (1) and the check node operation of Formula (2), since a message input from a branch (edge) (a line connecting a variable node and a check node) which is to output the message is not a target of operation, the range of the operation is 1 to d.sub.v−1 or 1 to d.sub.c−1. In addition, actually, a table of a function R(v.sub.1, v.sub.2) expressed by Formula (3) defined by one output for two inputs v.sub.1 and v.sub.2 is generated in advance, and the check node operation of Formula (2) is performed by using the table continuously (recursively) as expressed by Formula (4).
[Formula 3]
x=2 tan h.sup.−1{tan h(v.sub.1/2 tan h(v.sub.2/2)}=R(v.sub.1,v.sub.2) (3)
[Formula 4]
u.sub.j=R(v.sub.1,R(v.sub.2,R(v.sub.3, . . . R(v.sub.d.sub.
(227) In step S12, furthermore, the variable k is incremented by “1”, and the process proceeds to step S13. In step S13, it is determined whether or not the variable k is larger than a predetermined number C of times of repetition of the decoding. In a case where it is determined in step S13 that the variable k is not larger than C, the process returns to step S12, and similar processing is repeated.
(228) In addition, in a case where it is determined in step S13 that the variable k is larger than C, the process proceeds to step S14, and a message v.sub.i as a decoding result to be finally output is obtained and output by performing the operation expressed by Formula (5). The decoding process of the LDPC code is ended.
(229)
(230) Herein, unlike the variable node operation of Formula (1), the operation of Formula (5) is performed by using messages u.sub.j from all the branches connected to the variable node.
(231)
(232) In the check matrix H of
(233)
(234) Herein, in
(235) That is, in a case where the element of the j-th row and the i-th column of the check matrix is 1, in
(236) In a sum product algorithm which is a decoding method of an LDPC code, a variable node operation and a check node operation are repeatedly performed.
(237)
(238) In the variable node, a message v.sub.i corresponding to the branch to be calculated is obtained by the variable node operation of Formula (1) using messages u.sub.1 and u.sub.2 from the remaining branches connected to the variable node and a reception value u.sub.0i. The messages corresponding to the other branches are obtained in a similar manner.
(239)
(240) Herein, the check node operation of Formula (2) can be written as Formula (6) by using the relationship of the formula a×b=exp{ln(|a|)+ln(|b|)}×sign (a)×sign (b). However, sign (x) is 1 when x≥0, and −1 when x<0.
(241)
(242) When x≥0, if the function ϕ(x) is defined as the formula ϕ(x)=ln(tan h(x/2)), the formula ϕ.sup.−1 (x)=2 tan h.sup.−1 (e.sup.−x) is satisfied, and thus, Formula (6) can be transformed into Formula (7).
(243)
(244) In the check node, the check node operation of Formula (2) is performed according to Formula (7).
(245) That is, in the check node, as illustrated in
(246) In addition, the function ϕ(x) of Formula (7) can be expressed by the formula ϕ(x)=ln((e.sup.x+1)/(e.sup.x−1)), and when x>0, ϕ(x)=ϕ.sup.−1 (x). When the functions ϕ(x) and ϕ.sup.−1 (x) are implemented by hardware, the functions may be implemented by using a look up table (LUT), but both become the same LUT.
(247) <Configuration Example of Transmission System to which the Present Technology is
(248)
(249) In
(250) The transmission device 11 performs transmitting (broadcasting) (transferring) of, for example, a program of television broadcasting or the like. That is, the transmission device 11 encodes a target data to be transmitted, for example, an image data, an audio data, or the like as the program into an LDPC code and transmits the LDPC code via a communication line 13 such as a satellite line, a terrestrial wave line, or a cable (wired line).
(251) The reception device 12 receives the LDPC code transmitted from the transmission device 11 via the communication line 13, decodes the LDPC code to a target data, and outputs the decoded data.
(252) Herein, it is known that the LDPC code used in the transmission system of
(253) On the other hand, in the communication line 13, there may occur a burst error and erasure. For example, in a case where the communication line 13 is a terrestrial wave line, particularly, in an orthogonal frequency division multiplexing (OFDM) system, in a multi-path environment where a desired to undesired ratios (D/U) is 0 dB (“undesired=echo” power is equal to “desired=main path” power), the power of a specific symbol may be 0 (erasure) depending on the delay of echo (paths other than the main path).
(254) In addition, even in a flutter (a transmission line in which a delay is 0 and an echo with Doppler frequency is added), in a case where the D/U is 0 dB, there may occur a case where the power of the entire symbol of the OFDM at a specific time may be 0 (erasure) due to the Doppler frequency.
(255) Furthermore, there may occur a burst error due to a wiring condition from a reception unit (not illustrated) such as an antenna that receives a signal from the transmission device 11 to the reception device 12 on the side of the reception device 12 or instability of the power supply of the reception device 12.
(256) On the other hand, in the decoding of the LDPC code, in the columns of the check matrix H and hence the variable nodes corresponding to the code bits of the LDPC code, as illustrated in
(257) Then, in the decoding of the LDPC code, in the check node, since the check node operation of Formula (7) is performed by using the message obtained by the variable node connected to the check node, if the number of check nodes at which a plurality of the connected variable nodes (the code bits of the LDPC code corresponding to the variable nodes) simultaneously causes errors (including erasures) is increased, the decoding performance is deteriorated.
(258) That is, for example, if two or more of the variable nodes connected to the check node simultaneously cause erasures, a message indicating that the probability having a value of 0 and the probability having a value of 1 are equal probability is returned to the all the variable nodes. In this case, the check node returning a message indicating equal probability does not contribute to one decoding process (one set of the variable node operation and the check node operation), and as a result, it requires a large number of repetitions of the decoding process. Therefore, the decoding performance is deteriorated, and the power consumption of the reception device 12 that decodes the LDPC code is increased.
(259) Therefore, in the transmission system of
(260) <Configuration Example of Transmission Device 11>
(261)
(262) In the transmission device 11, one or more input streams as a target data are supplied to a mode adaptation/multiplexer 111.
(263) The mode adaptation/multiplexer 111 performs processing such as mode selection and multiplexing of one or more input streams supplied to the mode adaptation/multiplexer as necessary and supplies the data obtained as a result thereof to a padder 112.
(264) The padder 112 performs necessary zero-padding (null inserting) on the data from the mode adaptation/multiplexer 111 and supplies the data obtained as a result thereof to a BB scrambler 113.
(265) The BB scrambler 113 performs base-band (BB) Scrambling on the data from the padder 112 and supplies the data obtained as a result thereof to a BCH encoder 114.
(266) The BCH encoder 114 performs BCH encoding on the data from the BB scrambler 113 and supplies the data obtained as a result thereof to an LDPC encoder 115 as an LDPC target data to be subjected to LDPC encoding.
(267) The LDPC encoder 115 performs, on the LDPC target data from the BCH encoder 114, LDPC encoding according to a check matrix or the like in which, for example, a parity matrix which is a portion corresponding to parity bits of an LDPC code has a staircase structure (dual diagonal structure) and outputs an LDPC code in which the LDPC target data is set as an information bit.
(268) That is, the LDPC encoder 115 performs LDPC encoding to encode the LDPC target data into the LDPC code (corresponding to the check matrix) defined in a predetermined DVB-S.2, DVB-T.2, DVB-C.2, ATSC 3.0 standard, or the like and other LDPC codes, for example, and outputs the LDPC code obtained as a result thereof.
(269) Herein, the LDPC code defined in the DVB-S 0.2 or ATSC 3.0 standard and the LDPC code to be adopted in the ATSC 3.0 standard are irregular repeat accumulate (IRA) codes, and (a portion or all of) the parity matrix in the check matrix of the LDPC code has a staircase structure. The parity matrix and the staircase structure will be described later. In addition, the IRA codes are disclosed in, for example, “Irregular Repeat-Accumulate Codes,” H. Jin, A. Khandekar, and R. J. McEliece, in Proceedings of 2nd International Symposium on Turbo codes and Related Topics, pp. 1-8, September 2000.
(270) The LDPC code output from the LDPC encoder 115 is supplied to a bit interleaver 116.
(271) The bit interleaver 116 performs bit interleaving described later on the LDPC code from the LDPC encoder 115 and supplies the LDPC code after the bit interleaving to a mapper 117.
(272) The mapper 117 maps the LDPC code from the bit interleaver 116 to a signal point indicating one symbol of quadrature modulation in units of code bits of one or more bits of the LDPC code (in units of a symbol) and performs quadrature modulation (multiple value modulation).
(273) That is, the mapper 117 performs quadrature modulation by mapping the LDPC code from the bit interleaver 116 to signal points determined in a modulation scheme, in which the quadrature modulation of the LDPC code is to be performed, on a constellation which is an IQ plane defined by an I-axis indicating an I component in phase with the carrier wave and a Q-axis indicating a Q component perpendicular to the carrier wave.
(274) In a case where the number of signal points of constellation used in the modulation scheme of the quadrature modulation performed by the mapper 117 is 2.sup.m, in the mapper 117, the code bits of m bits of the LDPC code are used as a symbol (one symbol), and the LDPC code from the bit interleaver 116 is mapped to a signal point indicating a symbol among 2.sup.m signal points in units of a symbol.
(275) Herein, as a modulation scheme of the quadrature modulation performed by the mapper 117, for example, there may be exemplified a modulation scheme defined in the DVB-S.2 standard, the ATSC3.0 standard, or the like, other modulation schemes, that is, for example, binaryphase shift keying (BPSK), quadrature phase shift keying (QPSK), 8 phase-shift keying (PSK), 16 amplitude phase-shift keying (APSK), 32APSK, 16 quadrature amplitude modulation (QAM), 64QAM, 256QAM, 1024QAM, 4096QAM, 4 pulse amplitude modulation (PAM) and the like. In the mapper 117, which modulation scheme is used to perform the quadrature modulation is set in advance, for example, in accordance with the operation of the operator of the transmission device 11 or the like.
(276) The data (the mapping result of mapping the symbols to the signal points) obtained by the processing in the mapper 117 is supplied to a time interleaver 118.
(277) The time interleaver 118 performs time interleaving (interleaving in the time direction) on the data from the mapper 117 in units of a symbol and supplies the data obtained as a result thereof to a single input single output/multiple input single output (SISO/MISO) encoder 119].
(278) The SISO/MISO encoder 119 performs space-time encoding on the data from the time interleaver 118 and supplies the data to a frequency interleaver 120.
(279) The frequency interleaver 120 performs frequency interleaving (interleaving in the frequency direction) on the data from the SISO/MISO encoder 119 in units of a symbol and supplies the data to a frame builder & resource allocation unit 131.
(280) On the other hand, for example, control data (signaling) for transmission control such as base band (BB) signaling (BB leader) is supplied to the BCH encoder 121.
(281) The BCH encoder 121 performs BCH encoding on the control data supplied there to the BCH encoder in a similar manner to the BCH encoder 114 and supplies the data obtained as a result thereof to the LDPC encoder 122.
(282) The LDPC encoder 122 performs LDPC encoding on the data from the BCH encoder 121 as an LDPC target data in a similar manner to the LDPC encoder 115 and supplies the LDPC code obtained as a result thereof to the mapper 123.
(283) Similarly to the mapper 117, the mapper 123 maps the LDPC code from the LDPC encoder 122 to a signal point indicating one symbol of quadrature modulation in units of code bits of one or more bits of the LDPC code (in units of a symbol) to per quadrature modulation and supplies the data obtained as a result thereof to frequency interleaver 124.
(284) Similarly to the frequency interleaver 120, the frequency interleaver 124 performs frequency interleaving on the data from the mapper 123 in units of a symbol and supplies the data to the frame builder & resource allocation unit 131.
(285) The frame builder & resource allocation unit 131 inserts symbols of pilots at necessary positions of data (symbols) from the frequency interleavers 120 and 124, configures a frame (for example, a physical layer (PL) frame, a T2 frame, a C2 frame, or the like) configured by a predetermined number of the symbols from the data (symbols) obtained as a result thereof, and supplied the frame to an OFDM generation unit (OFDM generation) 132.
(286) The OFDM generation unit 132 generates an OFDM signal corresponding to the frame from the frame from the frame builder & resource allocation unit 131 and transmits the OFDM signal via the communication line 13 (
(287) In addition, the transmission device 11 may be configured without providing a portion of the blocks illustrated in
(288) <Configuration Example of Bit Interleaver 116>
(289)
(290) The bit interleaver 116 has a function of interleaving data, and includes a parity interleaver 23, a group-wise interleaver 24, and a block interleaver 25.
(291) The parity interleaver 23 performs parity interleaving in which the parity bits of the LDPC code from the LDPC encoder 115 are interleaved at the positions of other parity bits and supplies the LDPC code after the parity interleaving to the group-wise interleaver 24.
(292) The group-wise interleaver 24 performs group-wise interleaving on the LDPC code from the parity interleaver 23 and supplies the LDPC code after the group-wise interleaving to the block interleaver 25.
(293) Herein, in the group-wise interleaving, 360 bits of one division obtained by dividing the LDPC codes corresponding to one code in units of 360 bits which are equal to the unit size P described later from the lead thereof are set as a bit group, and the LDPC codes from the parity interleaver 23 are interleaved in units of bit groups.
(294) As compared with the case where the group-wise interleaving is not performed, in the case where the group-wise interleaving is performed, the error rate can be improved, and as a result, good communication quality can be ensured in the data transmission.
(295) The block interleaver 25 performs the block interleaving to demultiplex the LDPC code from the group-wise interleaver 24 and symbolizes the LDPC code corresponding to, for example, one code with m-bit symbols which is a unit of mapping to supply the symbol to the mapper 117 (
(296) Herein, in the block interleaving, with respect to a storage area where columns, of which the number is equal to the number of bits m of the symbol, as the storage area for storing a predetermined number of bits, for example, in the column (vertical) direction are arranged in the row (horizontal) direction, the LDPC code from the group-wise interleaver 24 is written in the column direction and read in the row direction, so that the LDPC code is symbolized with the m-bit symbols.
(297) <Check Matrix of LDPC Code>
(298)
(299) The check matrix H has a low-density generation matrix (LDGM) structure and can be indicated by an information matrix H.sub.A of a portion corresponding to information bits among code bits of the LDPC code and a parity matrix H.sub.T corresponding to parity bits with a formula H=[H.sub.A|H.sub.T] (a matrix in which elements of the information matrix H.sub.A are elements on the left and elements of the parity matrix H.sub.T are elements on the right).
(300) Herein, the number of bits of the information bits and the number of bits of the parity bits among the code bits of the LDPC code (one code word) of one code are referred to as an information length K and a parity length M, respectively, and the number of bits of the code bits of one LDPC code (one code word) is referred to as a code length N (=K+M).
(301) The information length K and the parity length M for an LDPC code with a certain code length N are determined by the encoding rate. In addition, the check matrix H becomes an M×N (rows×columns) matrix (M-row N-column matrix). Then, the information matrix H.sub.A becomes an M×K matrix, and the parity matrix H.sub.T becomes an M×M matrix.
(302)
(303) As the parity matrix H.sub.T of the check matrix H used for LDPC encoding in the LDPC encoder 115, for example, a parity matrix H.sub.T similar to that of the check matrix H of the LDPC code defined in the DVB-T.2 standard or the like can be adopted.
(304) As illustrated in
(305) As described above, the LDPC code of the check matrix H in which the parity matrix H.sub.T has a staircase structure can be easily generated by using the check matrix H.
(306) That is, an LDPC code (one code word) is indicated by a row vector c, and a column vector obtained by transposing the row vector is indicated as c.sup.T. In addition, in the row vector c which is an LDPC code, a portion of information bits is indicated by a row vector A, and a portion of parity bits is indicated by a row vector T.
(307) In this case, the row vector c can be indicated by the row vector A as information bits and the row vector T as parity bits with a formula c=[A|T] (elements of the row vector A are elements of the left and elements of the row vector T are the elements on the right).
(308) The check matrix H and the row vector c=[A|T] as the LDPC code need to satisfy a formula Hc.sup.T=0, and in a case where the parity matrix H.sub.T of the check matrix H=[H.sub.A|H.sub.T] has the staircase structure illustrated in
(309)
(310) For the KX columns from the first column of the check matrix H of the LDPC code defined in the DVB-T.2 standard or the like, the column weight is X. For the subsequent K3 column, the column weight is 3. For the subsequent (M−1) column, the column weight is 2. For the last 1 column, the column weight is 1.
(311) Herein, KX+K3+M−1+1 is equal to the code length N.
(312)
(313) In the DVB-T.2 standard or the like, LDPC codes with a code length N of 64800 bits and 16200 bits are defined.
(314) Then, for the LDPC code with a code length N of 64800 bits, 11 encoding rates (nominal rate) of 1/4, 1/3, 2/5, 1/2, 3/5, 2/3, 3/4, 4/5, 5/6, 8/9, and 9/10 are defined, and for the LDPC code with a code length N of 16200 bits, 10 encoding rates of 1/4, 1/3, 2/5, 1/2, 3/5, 2/3, 3/4, 4/5, 5/6, and 8/9 are defined.
(315) Herein, hereinafter, the code length N of 64800 bits is also referred to as 64k bits, and the code length N of 16200 bits is also referred to as 16k bits.
(316) For an LDPC code, the error rate tends to be lower for code bits corresponding to columns with larger column weights of the check matrix H.
(317) In the check matrix H defined in the DVB-T.2 standard or the like illustrated in
(318) <Parity Interleaving>
(319) The parity interleaving by the parity interleaver 23 of
(320)
(321) As illustrated in
(322) By the way, similarly to the LDPC code defined in the DVB-T.2 standard or the like, the LDPC code output from the LDPC encoder 115 in
(323)
(324)
(325) In the parity matrix H.sub.T having a staircase structure, in each row, one element is adjacent (except for the first row). For this reason, in the Tanner graph of the parity matrix H.sub.T, two adjacent variable nodes corresponding to the column of two adjacent elements in which the value of the parity matrix H.sub.T is 1 are connected to the same check node.
(326) Therefore, when the parity bits corresponding to the above adjacent two variable nodes are simultaneously in an erroneous state due to the burst error, the erasure, or the like, since the check node connected to the two variable nodes (the variable nodes obtaining the message by using the parity bits) corresponding to the two parity bits that are in the erroneous state returns the message indicating that the probability having a value of 0 and the probability having a value of 1 are equal probability to the variable node connected to that check node, the decoding performance is deteriorated. Then, if a burst length (the number of bits of the parity bits that are continuously in an erroneous state) becomes large, the number of check nodes returning the message indicating the equal probability is increased, and thus, the decoding performance is further deteriorated.
(327) Therefore, the parity interleaver 23 (
(328)
(329) Herein, the information matrix H.sub.A of the check matrix H corresponding to the LDPC code output from the LDPC encoder 115 has a cyclic structure similarly to the information matrix of the check matrix H corresponding to the LDPC code defined in the DVB-T.2 standard or the like.
(330) The cyclic structure denotes a structure in which a certain column matches a column obtained by cyclically shifting another column and also includes a structure in which for example, for each of the P columns, the positions of 1's in each row of the P columns become the positions obtained by cyclically shifting the first column of the P columns in the column direction by a predetermined value such as a value proportional to the value q obtained by dividing the parity length M. Hereinafter, the P columns in the cyclic structure are appropriately referred to as a unit size.
(331) As the LDPC code defined in the DVB-T.2 standard or the like, there are two types of LDPC codes with a code length N of 64800 bits, 16200 bits, and the like as described with reference to
(332) In addition, the parity length M is a value other than a prime number indicated by the formula M=q×P=q×360 by using a value q that varies depending on the encoding rate. Therefore, similarly to the unit size P, the value q is also one of the divisors of the parity length M except for the divisors of 1 and M and can be obtained by dividing the parity length M by the unit size P (a product of P and q which are divisors of the parity length M becomes the parity length M).
(333) As described above, if it is assumed that the information length is denoted by K, an integer of 0 or more and less than P is denoted by x, and an integer of 0 or more and less than q is denoted by y, the parity interleaver 23 allows the (K+qx+y+1)-th code bit among the code bits of the LDPC code of N bits to be interleaved at the position of the (K+Py+x+1)-th code bit.
(334) Since the (K+qx+y+1)-th code bit and the (K+Py+x+1)-th code bit are the (K+1)-th and subsequent code bits, the (K+qx+y+1)-th code bit and the (K+Py+x+1)-th code bit are both parity bits, and thus, according to the interleaving, the positions of the parity bits of the LDPC code are moved.
(335) According to such parity interleaving, since (the parity bits corresponding to) the variable nodes connected to the same check node are separated by a unit size P, that is, 360 bits herein, in a case where the burst length is less than 360 bits, it is possible to avoid a situation in which a plurality of the variable nodes connected to the same check node simultaneously causes errors, and as a result, it is possible to improve the resistance to the burst error.
(336) In addition, the LDPC code after the parity interleaving in which the (K+qx+y+1)-th code bit is interleaved at the position of the (K+Py+x+1)-th code bit matches the LDPC code of a check matrix (hereinafter, also referred to as a transformed check matrix) obtained by performing the column permutation in which the (K+qx+y+1)-th column is replaced with the (K+Py+x+1)-th column in the original check matrix H.
(337) In addition, as illustrated in
(338) Herein, the pseudo-cyclic structure denotes a structure in which a part excluding a portion has a cyclic structure.
(339) In the transformed check matrix obtained by performing the column permutation corresponding to the parity interleaving on the check matrix of the LDPC code defined in the DVB-T.2 standard or the like, the number of elements of 1 is less than 1 (to become the element of 0) in a portion (a shift matrix to be described later) of 360 rows×360 columns of the upper right corner of the transformed check matrix, and from the point of view, the structure is not a (perfect) cyclic structure but a pseudo-cyclic structure.
(340) The transformed check matrix for the check matrix of the LDPC code output from the LDPC encoder 115 has a pseudo-cyclic structure, similarly to the transformed check matrix for the check matrix of the LDPC code defined in, for example, the DVB-T.2 standard or the like.
(341) In addition, the transformed check matrix of
(342)
(343) After waiting for the LDPC target data to be supplied from the BCH encoder 114, in step S101, the LDPC encoder 115 encodes the LDPC target data into the LDPC code and supplies the LDPC code to the bit interleaver 116, and the process proceeds to step S102.
(344) In step S102, the bit interleaver 116 performs bit interleaving on the LDPC code from the LDPC encoder 115 and supplies a symbol obtained by the bit interleaving to the mapper 117, and the process proceeds to step S103.
(345) That is, in step S102, in the bit interleaver 116 (
(346) The group-wise interleaver 24 performs group-wise interleaving on the LDPC code from the parity interleaver 23 and supplies the code obtained as a result thereof to the block interleaver 25.
(347) The block interleaver 25 performs block interleaving on the LDPC code after the group-wise interleaving by the group-wise interleaver 24 and supplies m-bit symbols obtained as a result thereof to a mapper 117.
(348) In step S103, the mapper 117 maps the symbols from the block interleaver 25 to any one of 2.sup.m signal points determined by the modulation scheme of the quadrature modulation performed by the mapper 117 and performs quadrature modulation, and supplies the data obtained as a result thereof to the time interleaver 118.
(349) As described above, by performing the parity interleaving or the group-wise interleaving, it is possible to improve the error rate in the case of transmitting a plurality of the code bits of the LDPC code as one symbol.
(350) Herein, in
(351) That is, both of the parity interleaving and the group-wise interleaving can be performed by writing and reading of the code bits in the memory, and the address can be indicated by a matrix transforming the address (writing address) for performing the writing of the code bits (write address) to the address (read address) for performing the reading the code bits.
(352) Therefore, if a matrix is obtained by multiplying the matrix indicating the parity interleaving and the matrix indicating group-wise interleaving, the parity interleaving is performed by converting the code bits according to the matrix, and in addition, the result of group-wise interleaving of the LDPC code after the parity interleaving can be obtained.
(353) Furthermore, in addition to the parity interleaver 23 and the group-wise interleaver 24, the block interleaver 25 can also be integrally configured.
(354) That is, the block interleaving performed by the block interleaver 25 can also be indicated by a matrix for converting the write address of the memory storing the LDPC code into the read address.
(355) Therefore, if a matrix is obtained by multiplying the matrix indicating the parity interleaving, the matrix indicating the group-wise interleaving, and the matrix indicating the block interleaving, the parity interleaving, the group-wise interleaving, and the block Interleaving can be performed collectively according to the matrix.
(356) In addition, it can be assumed that one or the amount of parity interleaving and group-wise interleaving is not performed.
(357) <Configuration Example of LDPC Encoder 115>
(358)
(359) Note that the LDPC encoder 122 of
(360) As described with reference to
(361) Then, for the LDPC code with a code length N of 64800 bits, 11 encoding rates of 1/4, 1/3, 2/5, 1/2, 3/5, 2/3, 3/4, 4/5, 5/6, 8/9, and 9/10 are defined, and for the LDPC code with a code length N of 16200 bits, 10 encoding rates of 1/4, 1/3, 2/5, 1/2, 3/5, 2/3, 3/4, 4/5, 5/6, and 8/9 are defined (
(362) The LDPC encoder 115 can perform encoding (error correction coding) by the LDPC code of each encoding rate with a code length N of, for example, 64800 bits or 16200 bits according to the check matrix H prepared for each code length N and for each encoding rate.
(363) Besides, the LDPC encoder 115 can perform LDPC encoding according to a check matrix H of an LDPC code with an arbitrary encoding rate r and an arbitrary code length N.
(364) The LDPC encoder 115 includes an encoding processing unit 601 and a storage unit 602.
(365) The encoding processing unit 601 includes an encoding rate setting unit 611, an initial value table reading unit 612, a check matrix generation unit 613, an information bit reading unit 614, an encoding parity calculation unit 615, and a control unit 616 and performs LDPC encoding of the LDPC target data supplied to the LDPC encoder 115 and supplies the LDPC code obtained as a result thereof to the bit interleaver 116 (
(366) That is, the encoding rate setting unit 611 sets the code length N and the encoding rate r of the LDPC code and other specific information for specifying the LDPC code, for example, according to the operator's operation or the like.
(367) The initial value table reading unit 612 reads a check matrix initial value table, described later, indicating a check matrix of the LDPC code specified by the specific information set by the encoding rate setting unit 611 from the storage unit 602.
(368) The check matrix generation unit 613 generates a check matrix H on the basis of the check matrix initial value table read by the initial value table reading unit 612 and stores the check matrix H in the storage unit 602. For example, the check matrix generation unit 613 arranges the elements of 1 of the information matrices H.sub.A corresponding to the information length K (=code length N-parity length M) according to the code length N and the encoding rate r set by the encoding rate setting unit 611 in the column direction in a cycle of 360 columns (unit size P) to generate the check matrix H and stores the check matrix H in the storage unit 602.
(369) The information bit reading unit 614 reads (extracts) information bits for the information length K from the LDPC target data supplied to the LDPC encoder 115.
(370) The encoding parity calculation unit 615 reads the check matrix H generated by the check matrix generation unit 613 from the storage unit 602 and calculates the parity bits for the information bits read by the information bit reading unit 614 by using the check matrix H on the basis of a predetermined formula to generate the code word (LDPC code).
(371) The control unit 616 controls each block constituting the encoding processing unit 601.
(372) A plurality of the check matrix initial value tables and the like corresponding to a plurality of the encoding rates and the like illustrated in
(373)
(374) In step S201, the encoding rate setting unit 611 sets the code length N and the encoding rate r, which are to be subjected to LDPC encoding, and other specific information for specifying the LDPC code.
(375) In step S202, the initial value table reading unit 612 reads, from the storage unit 602, a predetermined check matrix initial value table specified by the code length N, the encoding rate r, and the like as the specific information set by the encoding rate setting unit 611.
(376) In step S203, the check matrix generation unit 613 obtains (generates) the check matrix H of the LDPC code with a code length N and an encoding rate r set by the encoding rate setting unit 611 by using the check matrix initial value table read from the storage unit 602 by the initial value table reading unit 612 and supplies and stores the check matrix H in the storage unit 602.
(377) In step S204, the information bit reading unit 614 reads, from the LDPC target data supplied to the LDPC encoder 115, the information bits with the information length K (=N×r) corresponding to the code length N and the encoding rate r set by the encoding rate setting unit 611 and reads the check matrix H obtained by the check matrix generation unit 613 from the storage unit 602 and supplies the information bits and the check matrix H to the encoding parity calculation unit 615.
(378) In step S205, the encoding parity calculation unit 615 sequentially calculates the parity bits of the code word c that satisfies Formula (8) by using the information bits and the check matrix H from the information bit reading unit 614.
Hc.sup.T=0 (8)
(379) In Formula (8), c indicates a row vector as a code word (LDPC code), and c.sup.T indicates transposition of the row vector c.
(380) Herein, as described above, in a case where a portion of the information bits of the row vector c as the LDPC code (one code word) is indicated by the row vector A and a portion of the parity bit is indicated by the row vector T, the row vector c can be indicated by the formula c=[A|T] by the row vector A as the information bits and the row vector T as the parity bits.
(381) The check matrix H and the row vector c=[A|T] as the LDPC code need to satisfy the formula Hc.sup.T=0, and in a case where the parity matrix H.sub.T of the check matrix H=[H.sub.A|H.sub.T] has the staircase structure illustrated in
(382) The encoding parity calculation unit 615 obtains the parity bits T for the information bits A from the information bit reading unit 614 and outputs the code word c=[A|T] indicated by the information bits A and the parity bits T as an LDPC encoding result of information bits A.
(383) After that, in step S206, the control unit 616 determines whether or not the LDPC encoding is ended. In a case where it is determined in step S206 that the LDPC encoding is not ended, that is, for example, in a case where there is still an LDPC target data to be subjected to the LDPC encoding, the process returns to step S201 (or step S204), and the processes of S201 (or step S204) to S206 are repeated.
(384) In addition, in a case where it is determined in step S206 that the LDPC encoding is ended, that is, for example, in a case where there is no LDPC target data to be subjected to the LDPC encoding, the LDPC encoder 115 ends the process.
(385) For the LDPC encoder 115, the check matrix initial value table (representing the check matrix) of LDPC codes with various code lengths N and encoding rates r can be prepared in advance. The LDPC encoder 115 can perform the LDPC encoding on the LDPC codes with various code lengths N and encoding rates r by using the check matrix H generated from the check matrix initial value table prepared in advance.
(386) <Example of Check Matrix Initial Value Table>
(387) The check matrix initial value table is a table representing positions of elements of 1's of, for example, the information matrix H.sub.A (
(388) That is, the check matrix initial value table indicates at least the positions of the elements of 1 of the information matrix H.sub.A every 360 columns (unit size P).
(389) In addition, as the check matrix H, there are a check matrix in which the entire portions of the parity matrix H.sub.T have a staircase structure and a check matrix in which a portion of the parity matrix H.sub.T has a staircase structure and the remaining portions becomes a diagonal matrix (unit matrix).
(390) Hereinafter, a representation scheme of a check matrix initial value table indicating a check matrix in which a portion of the parity matrix H.sub.T has a staircase structure and the remaining portion is a diagonal matrix is also referred to as a type-A scheme. In addition, a representation scheme of a check matrix initial value table indicating a check matrix in which the entire parity matrix H.sub.T have a staircase structure is also referred to as a type-B scheme.
(391) In addition, an LDPC code for a check matrix represented by a check matrix initial value table of the type-A scheme is also referred to as a type-A code, and an LDPC code for a check matrix represented by a check matrix initial value table of the type-B scheme is also referred to as a type-B code.
(392) The notations “type A” and “type B” are notations in accordance with the ATSC 3.0 standard. For example, in the ATSC 3.0, both of the type-A code and the type-B code are adopted.
(393) In addition, in the DVB-T.2 and the like, the type-B code is adopted.
(394)
(395) That is,
(396) The check matrix generation unit 613 (
(397)
(398) That is,
(399) The check matrix initial value table of the type-B scheme is a table indicating the positions of the elements of 1 of the entire information matrix H.sub.A corresponding to the information length K according to the code length N and the encoding rate r of the LDPC code every 360 columns (unit size P), and in the i-th row, the row number (row number when the row number of the first row of the check matrix H is set to 0) of the elements of 1's in the (1+360×(i−1))-th column of the check matrix H is arranged by the number of column weights of the (1+360×(i−1))-th column.
(400) Herein, since the parity matrix HT (
(401) The number of rows (k+1) of the check matrix initial value table of the type-B scheme differs depending on the information length K.
(402) A relationship of Formula (9) is satisfied between the information length K and the number of rows (k+1) of the check matrix initial value table.
K=(k+1)×360 (9)
(403) Herein, 360 in Formula (9) is the unit size P described with reference to
(404) In the check matrix initial value table of
(405) Therefore, the column weights of the check matrix H obtained from the check matrix initial value table of
(406) The first row of the check matrix initial value table of
(407) In addition, the second row of the check matrix initial value table of
(408) As described above, the check matrix initial value table indicates the positions of the elements of 1 of the information matrix H.sub.A of the check matrix H every 360 columns.
(409) The columns other than the (1+360×(i−1))-th column of the check matrix H, that is, each column from the (2+360×(i−1))-th column to the (360×i)-th column are arranged by cyclically shifting the elements of 1's of the (1+360×(i−1))-th column determined by the check matrix initial value table in the downward direction (downward direction of the column) according to the parity length M.
(410) That is, for example, the (2+360×(i−1))-th column is obtained by cyclically shifting the (1+360×(i−1))-th column by M/360 (=q) in the downward direction, and the next (3+360×(i−1))-th column is obtained by cyclically shifting the (1+360×(i−1))-th column by 2×M/360 (=2×q) in the downward direction (by cyclically shifting the (2+360×(i−1))-th column by M/360 (=q) in the downward direction).
(411) Now, if the numerical value of the j-th column (j-th from the left) in the i-th row (i-th from the top) of the check matrix initial value table is denoted as h.sub.i,j and the row number of the element of 1 of the j-th in the w-th column of the check matrix H is denoted by H.sub.w-j, the row number H.sub.w-j of the element of 1 in the w-th column other than the (1+360×(i−1))-th column of the check matrix H can be obtained by Formula (10).
H.sub.w-j=mod{h.sub.i,j+mod((w−1),P)×q,M) (10)
(412) Herein, mod(x,y) denotes the remainder of dividing x by y.
(413) In addition, P is the unit size described above, and in the present embodiment, for example, P is 360, similarly to the DVB-T.2 standard or the like and the ATSC 3.0 standard. Furthermore, q is a value M/360 obtained by dividing the parity length M by the unit size P (=360).
(414) The check matrix generation unit 613 (
(415) In addition, the check matrix generation unit 613 (
(416)
(417) The check matrix of the type-A scheme includes an A matrix, a B matrix, a C matrix, a D matrix, and a Z matrix.
(418) The A matrix is a matrix to the upper left of the check matrix H of M1 rows and K columns indicated by a predetermined value M1 and information length K=code length N×encoding rate r of LDPC code.
(419) The B matrix is a matrix having a staircase structure adjacent to the right of the A matrix of M1 rows and M1 columns.
(420) The C matrix is an adjacent matrix below the A matrix and the B matrix of (N−K−M1) rows and (K+M1) columns.
(421) The D matrix is a unit matrix adjacent to the right of the C matrix of (N−K−M1) rows and (N−K−M1) columns.
(422) The Z matrix is a zero matrix (0 matrix) adjacent to the right of the B matrix of M1 rows and (N−K−M1) columns.
(423) In the check matrix H of the type-A scheme configured by the A matrix to the D matrix and the Z matrix in this manner, a portion of the A matrix and the C matrix constitute an information matrix, and the B matrix, the remaining portion of the C matrix, the D matrix, and the Z matrix constitute the parity matrix.
(424) In addition, since the B matrix is a matrix having a staircase structure and the D matrix is a unit matrix, a portion (a portion of the B matrix) of the parity matrix of the check matrix H of the type-A scheme has a staircase structure, and the remaining portion (portion of the D matrix) is a diagonal matrix (unit matrix).
(425) The A matrix and C matrix have a cyclic structure every columns of the unit size P (for example, 360 columns), similarly to the information matrix of the check matrix H of the type-B scheme, and the check matrix initial value table of the type-A scheme indicates the positions of the elements of 1 of the A matrix and the C matrix every 360 columns.
(426) Herein, as described above, since the A matrix and a portion of the C matrix constitute the information matrix, it can be said that the check matrix initial table of the type-A scheme indicating the positions of the elements of 1 of the A matrix and C matrix every 360 columns indicates at least the positions of the elements of 1 of the information matrix every 360 columns.
(427) In addition, since the check matrix initial value table of the type-A scheme indicates the positions of the elements of 1 of the A matrix and the C matrix every 360 columns, it can also be said that the positions of the elements of 1 of a portion (remaining portion of the C matrix) of the check matrix are indicated every 360 columns.
(428)
(429) That is,
(430) The check matrix initial value table of the type-A scheme is a table indicating the positions of the elements of 1 of the A matrix and the C matrix every unit size P, and in the i-th row, the row number (row number when the row number of the first row of the check matrix H is set to 0) of element of 1 in the (1+P×(i−1))-th column of the check matrix H is arranged by the number of column weights of the (1+P×(i−1))-th column.
(431) Note that, herein, for simplifying the description, the unit size P is assumed to be, for example 5.
(432) With respect to the check matrix H of the type-A scheme, there are M1, M2, Q1, and Q2 as parameters.
(433) M1 (
(434) M2 (
(435) Herein, since the information length K is N×r=35×2/7=10 and the parity length M is NK=35−10=25, M2 becomes M−M1=25−15=10.
(436) Q1 is obtained according to the formula Q1=M1/P and indicates the number of shifts (the number of rows) of cyclic shifts in the A matrix.
(437) That is, the columns other than the (1+P×(i−1))-th column of the A matrix of the check matrix H of the type-A scheme, that is, the columns from the (2+P×(i−1))-th column to the P×i-th column are arranged by cyclically shifting the element of 1 of the (1+P×(i−1))-th column determined by the check matrix initial value table in the downward direction (downward direction of the column), and Q1 indicates the number of shifts of the cyclically shifting in the A matrix.
(438) Q2 is obtained according to the formula Q2=M2/P and indicates the number of shifts (the number of rows) of the cyclically shifting in the C matrix.
(439) That is, columns other than the (1+P×(i−1))-th column of the C matrix of the check matrix H of the type-A scheme, that is, the columns from the (2+P×(i−1))-th column to the P×i-th column are cyclically shifted the element of 1 of the (1+P×(i−1))-th column determined by the check matrix initial value table in the downward direction (downward direction of the column), and Q2 indicates the number of shifts of the cyclically shifting in the C matrix.
(440) Herein, in the Q1, M1/P=15/5=3, and in the Q2, M2/P=10/5=2.
(441) In the check matrix initial value table of
(442) That is, the first row of the check matrix initial value table of
(443) Herein, in this case, since the A matrix (
(444) Therefore, the rows #2 and #6 among the rows with row numbers 2, 6, and 18 (hereinafter, described as rows #2, #6 and #18) are rows of the A matrix, and the rows #18 is a row of the C matrix.
(445) The second row of the check matrix initial value table of
(446) Herein, in the 6 (=1+5×(2−1))-th column of the check matrix H, the rows #2 and #10 among the rows #2, #10, and #19 are rows of A matrix, and the row #19 is a row of the C matrix.
(447) The third row of the check matrix initial value table of
(448) Herein, in the 11 (=1+5×(3−1))-th column of the check matrix H, the row #22 is a row of the C matrix.
(449) Similarly, 19 of the fourth row of the check matrix initial value table of
(450) As described above, the check matrix initial value table indicates the positions of the elements of 1 of the A matrix and the C matrix of the check matrix H every unit size P=5 columns.
(451) The columns other than the (1+5×(i−1))-th columns of the A matrix and the C matrix of the check matrix H, that is, each column from the (2+5×(i−1))-th column to the (5×i)-th column are arranged by cyclically shifting the element of 1 of the (1+5×(i−1))-th column determined by the check matrix initial value table in the downward direction (downward direction of the column) according to the parameters Q1 and Q2.
(452) That is, for example, the (2+5×(i−1))-th column of the A matrix is obtained by cyclically shifting the (1+5×(i−1))-th column by Q1 (=3) in the downward direction, and the next (3+5×(i−1))-th column is obtained by cyclically shifting the (1+5×(i−1))-th column by 2×Q1 (=2×3) in the downward direction (by cyclically shifting the ((2+5×(i−1))-th column by Q1 in the downward direction).
(453) In addition, for example, the (2+5×(i−1))-th column of the C matrix is obtained by cyclically shifting the (1+5×(i−1))-th column by Q2 (=2) in the downward direction, and the next (3+5×(i−1))-th column is obtained by cyclically shifting the (1+5×(i−1))-th column by 2×Q2 (=2×2) in the downward direction (by cyclically shifting the (2+5×(i−1))-th column by Q2 in the downward direction).
(454)
(455) In the A matrix of
(456) Then, each row from the 2 (=2+5×(1−1))-th row to the 5 (=5+5×(1−1))-th row is obtained by cyclically shifting the previous row by Q1=3 in the downward direction.
(457) Furthermore, in the A matrix of
(458) Then, each column from the 7 (=2+5×(2−1))-th column to the 10 (=5+5×(2−1))-th column is obtained by cyclically shifting the previous column by Q1=3 in the downward direction.
(459)
(460) The check matrix generation unit 613 (
(461)
(462)
(463) In the C matrix of
(464) Then, each column from the 2 (=2+5×(1−1))-th column to the 5 (=5+5×(1−1))-th column of the C matrix is obtained by cyclically shifting the previous column by Q2=2 in the downward direction.
(465) Furthermore, in the C matrix of
(466) Then, each column from the 7 (=2+5×(2−1))-th column to the 10 (=5+5×(2−1))-th column, each column from the 12 (=2+5×(3−1))-th column to the 15 (=5+5×(3−1))-th column, each column from the 17 (=2+5×(4−1))-th column to 20 (=5+5×(4−1)-th column, and each row from the 22 (=2+5×(5−1))-th column to the 25 (=5+5×(5−1))-th column are obtained by cyclically shifting the previous column by Q2=2 in the downward direction.
(467) The check matrix generation unit 613 (
(468) In addition, the check matrix generation unit 613 arranges the Z matrix next to the right of the B matrix and arranges the D matrix next to the right of the C matrix to generate the check matrix H illustrated in
(469)
(470) After the check matrix generation unit 613 generates the check matrix H of
(471)
(472) The LDPC encoder 115 (encoding parity calculation unit 615 (
(473) Herein, the LDPC code generated by using the check matrix H of
(474)
(475) The LDPC encoder 115 can perform the LDPC encoding (generation of the LDPC code) by using the check matrix H of
(476) In a case where the LDPC encoding is performed by using the check matrix H of
(477)
(478) As described later, the transformed check matrix is a matrix represented by a combination of P×P unit matrices, quasi-unit matrices in which one or more of 1's of the unit matrix become 0, shift matrices obtained by cyclically shifting the unit matrix or the quasi-unit matrix, sum matrices, each of which is a sum of two or more of the unit matrices, the quasi-unit matrices, or the shift matrices, and P×P zero matrices.
(479) By using the transformed check matrix for the decoding of the LDPC code, it is possible to adopt an architecture for simultaneously performing P check node operations and variable node operations in the decoding of the LDPC code, as described later.
(480) <New LDPC Code>
(481) In data transmission using an LDPC code, as one of methods to ensure a good communication quality, there is a method of using an LDPC code with high-performance.
(482) In the following, a new high performance LDPC code (hereinafter, also referred to as a new LDPC code) will be described.
(483) As the new LDPC code, for example, a type-A code or a type-B code corresponding to the check matrix H having a cyclic structure may be adopted with a unit size P of 360 similar to that of DVB-T.2, ATSC 3.0, or the like.
(484) The LDPC encoder 115 (
(485) In this case, the check matrix initial value table of the new LDPC code is stored in the storage unit 602 of the LDPC encoder 115 (
(486)
(487)
(488) Note that
(489)
(490)
(491) Note that
(492)
(493) Note that
(494)
(495) Note that
(496)
(497) Note that
(498)
(499) Note that
(500)
(501) Note that
(502)
(503) Note that
(504)
(505) Note that
(506)
(507) Note that
(508)
(509) Note that
(510)
(511) Note that
(512)
(513) Note that
(514)
(515) Note that
(516)
(517) Note that
(518)
(519) Note that
(520)
(521) Note that
(522)
(523) Note that
(524)
(525) Note that
(526)
(527) Note that
(528)
(529) Note that
(530) The new LDPC code has become a high-performance LDPC code.
(531) Herein, the high-performance LDPC code is an LDPC code obtained from an appropriate check matrix H.
(532) An appropriate check matrix H is a check matrix that satisfies a predetermined condition which allows a bit error rate (BER) (and frame error rate (FER)) to be smaller, for example, when the LDPC code obtained from the check matrix H is transmitted at a low E.sub.s/N.sub.0 or E.sub.b/N.sub.o (signal power to noise power ratio per bit).
(533) The appropriate check matrix H can be obtained, for example, by performing simulation to measure the BER when the LDPC code obtained from various check matrices satisfying the predetermined condition is transmitted at a low E.sub.s/N.sub.o.
(534) As the predetermined condition to be satisfied by the appropriate check matrix H, there is, for example, a condition that the analysis result obtained by an analysis method for the performance of a code called density evolution is good, a condition that a loop of elements of 1 called ‘Cycle 4’ does not exist, or the like.
(535) Herein, it is known that the decoding performance of the LDPC code is deteriorated if the elements of 1 are densely packed in the information matrix H.sub.A as in the Cycle 4, and thus, it is desirable that the Cycle 4 does not exist in the check matrix H.
(536) In the check matrix H, the minimum value of the length (loop length) of a loop formed by elements of 1 is referred to as a girth. The absence of the Cycle 4 denotes that the girth is greater than four.
(537) In addition, the predetermined condition to be satisfied by the appropriate check matrix H can be appropriately determined from the point of view of the improvement in the decoding performance of the LDPC code, the facilitation (simplification) of the decoding processing of the LDPC code, and the like.
(538)
(539) The density evolution is a code analysis method of calculating an expectation value of an error probability for the entire LDPC code (ensemble) with a code length N of ∞ characterized by the later-described degree sequence.
(540) For example, on an AWGN channel, if the variance value of noise is increased from 0, the expectation value of the error probability of a certain ensemble is initially 0, but if the variance value of noise is greater than or equal to a certain threshold, the expectation value of the error probability of the ensemble is not 0.
(541) According to the density evolution, it can be determined whether or not the performance (appropriateness of the check matrix) of the ensemble is high by comparing a threshold (hereinafter, also referred to as performance threshold) of the variance value of noise, where the expectation value of the error probability is not 0.
(542) In addition, for a specific LDPC code, if an ensemble to which the LDPC code belongs is determined and density evolution is performed on the ensemble, the performance of the LDPC code can be roughly predicted.
(543) Therefore, if a high-performance ensemble is found, a high-performance LDPC code can be found among the LDPC codes belonging to the ensemble.
(544) Herein, the above-described degree sequence indicates at which degree of ratio the variable nodes or check nodes having weights of respective values are present with respect to the code length N of the LDPC code.
(545) For example, a regular (3, 6) LDPC code with an encoding rate of 1/2 belongs to the ensemble characterized by the degree sequence where the weight (column weight) of all the variable nodes is 3 and the weight (row weight) of all the check nodes is 6.
(546)
(547) In the Tanner graph of
(548) Three branches (edges) equal to the column weights are connected to each variable node, and thus, there are a total of 3N branches connected to the N variable nodes.
(549) In addition, six branches equal to the row weights are connected to each check node, and thus, there are a total of 3N branches connected to the N/2 check nodes.
(550) Furthermore, in the Tanner graph of
(551) The interleaver randomly rearranges the 3N branches connected to the N variable nodes, and each branch after the rearrangement is connected to any one of the 3N branches connected to the N/2 check nodes.
(552) In the interleaver, there are only (3N)! (=(3N)×(3N−1)× . . . ×1) rearrangement patterns for rearranging the 3N branches connected to the N variable nodes. Therefore, an ensemble characterized by the degree sequence that the weight of all the variable nodes is 3 and the weight of all the check nodes is 6 is a set of (3N)! LDPC codes.
(553) In the simulation for obtaining a high-performance LDPC code (appropriate check matrix), an ensemble of a multi-edge type was used in the density evolution.
(554) In the multi-edge type, an interleaver, through which branches connected to the variable node and branches connected to the check node pass, are divided into a plurality of (multi edge) ones, so that the characterization of the ensemble is more strictly performed.
(555)
(556) In the Tanner graph of
(557) In addition, in the Tanner graph in
(558) Furthermore, in the Tanner graph in
(559) Herein, the density evolution and implementation thereof are disclosed in, for example, “On the Design of Low-Density Parity-Check Codes within 0.0045 dB of the Shannon Limit”, S. Y. Chung, G. D. Forney, T. J. Richardson, R. Urbanke, IEEE Communications Leggers, VOL. 5, NO. 2, February 2001.
(560) In the simulation for obtaining (the check matrix of) the new LDPC code, the ensemble of which the performance threshold was E.sub.b/N.sub.0 (signal power to noise power ratio per bit) at which the BER started to fall (becomes smaller) due to the multi-edge type density evolution became a predetermined value or less was found, the LDPC code reducing the BER of the case of using one or more quadrature modulations such as QPSK among the LDPC codes belonging to the ensemble was selected as a good LDPC code.
(561) The new LDPC code (a check matrix initial value table indicating a check matrix thereof) was obtained by the above simulation.
(562) Therefore, according to the new LDPC code, good communication quality can be ensured in the data transmission.
(563)
(564) With respect to the check matrix H of the type-A code, as illustrated in
(565) In addition, K1+K2 is equal to the information length K, and M1+M2 is equal to the parity length M. Therefore, K1+K2+M1+M2 is equal to the code length N=69120 bits.
(566) In addition, with respect to the check matrix H of the type-A code, the column weight of the M1−1 columns from the first column of the B matrix is indicated as 2, and the column weight of the M1-th column (last column) of the B matrix is indicated as 1. Furthermore, the column weight of the D matrix is 1, and the column weight of the Z matrix is 0.
(567)
(568) X1, Y1, K1, X2, Y2, K2, X3, M1, and M2 as parameters of the check matrix H of the type-A codes of r=2/16, 3/16, 4/16, 5/16, 6/16, 7/16, and 8/16 and the performance threshold are as illustrated in
(569) The parameters X1, Y1, K1 (or K2), X2, Y2, X3, and M1 (or M2) are set so as to further improve the performance (for example, the error rate or the like) of the LDPC code.
(570)
(571) With respect to the check matrix H of the type-B code, as illustrated in
(572) Note that KX1+KX2+KY1+KY2 is equal to the information length K, and KX1+KX2+KY1+KY2+M is equal to the code length N=69120 bits.
(573) In addition, for the check matrix H of the type-B code, the column weight of the M−1 columns excluding the last column among the last M columns is 2, and the column weight of the last column is 1.
(574)
(575) X1, KX1, X2, KX2, Y1, KY1, Y2, KY2, M as parameters of the check matrix H of the type-B codes of r=7/16, 8/16, 9/16, 10/16, 11/16, 12/16, 13/16, and 14/16 and other type-B codes and the performance threshold are as illustrated in
(576) The parameters X1, KX1, X2, KX2, Y1, KY1, Y2, and KY2 are set so as to further improve the performance of the LDPC code.
(577) According to the new LDPC code, a good BER/FER is realized, and a capacity (transmission line capacity) close to the Shannon limit is realized.
(578) <Constellation>
(579)
(580) In the transmission system of
(581) For one MODCOD, one or more constellations can be set.
(582) The constellation includes uniform constellation (UC) in which the arrangement of signal points is uniform and non-uniform constellation (NUC) in which the arrangement of signal points is not uniform.
(583) In addition, the NUC includes, for example, a constellation called 1-dimensional (M2-QAM) non-uniform constellation (1D-NUC), a constellation called 2-dimensional (QQAM) non-uniform constellation (2D-NUC), and the like.
(584) In general, the 1D-NUC improves BER over the UC, and the 2D-NUC improves BER over the 1D-NUC.
(585) The constellation with a modulation scheme of QPSK becomes UC. For example, the UC or the 2D-NUC can be adopted as the constellation with a modulation scheme of 16QAM, 64QAM, 256QAM, or the like, and for example, the UC or the 1D-NUC can be adopted as the constellation with a modulation scheme of 1024QAM, 4096QAM, or the like.
(586) In the transmission system of
(587) That is, in a case where the modulation scheme is QPSK, for example, the same UC can be used for each encoding rate r of the LDPC code.
(588) In addition, in a case where the modulation scheme is 16QAM, 64QAM, or 256QAM, for example, the same UC can be used for each encoding rate r of the LDPC code. Furthermore, in a case where the modulation scheme is 16QAM, 64QAM, or 256QAM, for example, different 2D-NUCs can be used for each encoding rate r of the LDPC code.
(589) In addition, in a case where the modulation scheme is 1024QAM or 4096QAM, for example, the same UC can be used for each encoding rate r of the LDPC code. Furthermore, in a case where the modulation scheme is 1024QAM or 4096QAM, for example, different 1D-NUC can be used for each encoding rate r of the LDPC code.
(590) Herein, the UC of QPSK is also described as QPSK-UC, and the UC of 2.sup.mQAM is also described as 2.sup.mQAM-UC. In addition, the 1D-NUC of 2.sup.mQAM and the 2D-NUC of 2.sup.mQAM are also described as 2.sup.mQAM-1D-NUC and 2.sup.mQAM-2D-NUC, respectively.
(591) Hereinafter, some of the constellations defined in ATSC 3.0 will be described.
(592)
(593) In
(594) In
(595)
(596) In
(597) In
(598) In the 2D-NUC, a signal point in the second quadrant of the constellation is placed at a position where the signal point in the first quadrant is moved symmetrically with respect to the Q-axis, and a signal point in the third quadrant of the constellation is placed at a position where the signal point in the first quadrant is moved symmetrically with respect to the origin. Then, a signal point in the fourth quadrant of the constellation is placed at a position where the signal point in the first quadrant is moved symmetrically with respect to the I-axis.
(599) Herein, in a case where the modulation scheme is 2.sup.mQAM, m bits are set as one symbol, and the one symbol is mapped to a signal point corresponding to the symbols.
(600) An m-bit symbol can be represented, for example, by an integer value of 0 to 2.sup.m−1. However, if b=2.sup.m/4, the symbols y(0), y(1), . . . , and y(2.sup.m−1) represented by an integer value of 0 to 2.sup.m−1 can be classified into four of the symbols y(0) to y(b−1), the symbols y(b) to y(2b−1), the symbols y(2b) to y(3b−1), and the symbols y(3b) to y(4b−1).
(601) In
(602) Then, the coordinates of the signal point corresponding to the symbol y(k+b) in the range of the symbols y(b) to y(2b−1) are indicated by −conj (w#k), and the coordinates of the signal point corresponding to the symbol y(k+2b) in the range of the symbols y(2b) to y(3b−1) are indicated by conj (w#k). In addition, the coordinates of the signal point corresponding to the symbol y(k+3b) in the range of the symbols y(3b) to y(4b−1) are indicated by −w#k.
(603) Herein, conj(w#k) indicates a complex conjugate of w#k.
(604) For example, in a case where the modulation scheme is 16QAM, the symbols y(0), y(1), . . . , and y(15) with m=4 bits are classified into four ranges of the symbols y(0) to y(3), symbols y(4) to y(7), symbols y(8) to y(11), and symbols y(12) to y(15) with b=2.sup.4/4=4.
(605) Then, since, for example, the symbol y(12) among the symbols y(0) to y(15) is the symbol y(k+3b)=y(0+3×4) in the range of the symbols y(3b) to y(4b−1)) and k=0, the coordinates of the signal point corresponding to the symbol y(12) are −w#k=−w0.
(606) Now, assuming that the encoding rate r(CR) of the LDPC code is, for example, 9/15, according to
(607)
(608) In
(609)
(610) Now, it is assumed that a 10-bit symbol y of the 1024QAM is represented by y.sub.0,s, y.sub.1,s, y.sub.2,s, y.sub.3,s, y.sub.4,s, y.sub.5,s, y.sub.6,s, y.sub.7,s, y.sub.8,s, and y.sub.9,s from the leading bit (most significant bit) thereof.
(611)
(612)
(613) In a case where the 10-bit symbol y=(y.sub.0,s, y.sub.1,s, y.sub.2,s, y.sub.3,s, y.sub.4,s, y.sub.5,s, y.sub.6,s, y.sub.7,s, y.sub.8,s, y.sub.9,s) of the 1024QAM is, for example, (0, 0, 1, 0, 0, 1, 1, 1, 0, 0), the odd-numbered 5 bits (y.sub.0,s, y.sub.2,s, y.sub.4,s, y.sub.6,s, y.sub.8,s) is (0, 1, 0, 1, 0), and the even-numbered 5 bits (y.sub.1,s, y.sub.3,s, y.sub.5,s, y.sub.7,s, y.sub.9,s) is (0, 0, 1, 1, 0).
(614) In
(615) In
(616) On the other hand, assuming that the encoding rate r of the LDPC code is, for example, 6/15, according to
(617) Therefore, the real part Re(z.sub.s) of the signal point z.sub.s corresponding to the symbol y=(0, 0, 1, 0, 0, 1, 1, 1, 0, 0) becomes u11=0.7196, and the imaginary part Im(z.sub.s) becomes u3=0.1295. As a result, the coordinates of the signal point z.sub.s corresponding to the symbol y=(0, 0, 1, 0, 0, 1, 1, 1, 0, 0) are indicated by 0.7196+j0.1295.
(618) In addition, the signal points of the 1D-NUC are arranged in a lattice on a straight line parallel to the I-axis or a straight line parallel to the Q-axis on the constellation. However, the interval between signal points is not constant. In addition, the average power of the signal points on the constellation can be normalized in the transmission of (the data mapped to) the signal points. Assuming that P.sub.ave indicates the root mean square of absolute values of all (the coordinates of) the signal points on the constellation, the normalization can be performed by multiplying each signal point z.sub.s on the constellation by the reciprocal 1/(√P.sub.ave) of the square root √P.sub.ave of the root mean square P.sub.ave.
(619) The transmission system of
(620)
(621) That is,
(622)
(623)
(624)
(625)
(626)
(627) Note that, in
(628) In the transmission system of
(629) That is, UC illustrated in
(630)
(631) That is,
(632)
(633)
(634) Note that
(635) In
(636) In
(637) Herein, as described with reference to
(638) In
(639) Furthermore, in
(640) However, in
(641) That is, in
(642)
(643) That is,
(644)
(645) That is, now, it is assumed that a 10-bit symbol y of the 1024QAM is indicated by y.sub.0,s, y.sub.1,s, y.sub.2,s, y.sub.3,s, y.sub.4,s, y.sub.5,s, y.sub.6,s, y.sub.7,s, y.sub.8,s, y.sub.9,s from the leading bit (most significant bit) thereof.
(646)
(647)
(648) The method of obtaining the coordinates of the signal point z.sub.s when the 10-bit symbol y of the 1024QAM is mapped to the signal point z.sub.s of the 1024QAM-1D-NUC defined in
(649)
(650) That is,
(651)
(652) That is, now, The 12-bit symbols y of the 4096QAM are represented by y.sub.0,s, y.sub.1,s, y.sub.2,s, y.sub.3,s, y.sub.4,s, y.sub.5,s, y.sub.6,s, y.sub.7,s, y.sub.8,s, y.sub.9,s, y.sub.10,s, y.sub.11,s from the bit (most significant bit) of the lead thereof.
(653)
(654)
(655) The method of obtaining the coordinates of the signal point zs when the 12-bit symbol y of the 4096QAM is mapped to the signal point z.sub.s of the 4096QAM-1 D-NUC defined in
(656) In addition, the average power of the signal points on the constellation can be normalized in the transmission of (the data mapped to) the signal point of the NUC of
(657) <Block Interleaver 25>
(658)
(659) The block interleaving is performed by dividing the LDPC code of one code word into a portion called a Part 1 and a portion called a Part 2 from the lead thereof.
(660) Assuming that the length (number of bits) of Part 1 is denoted by Npart1 and the length of Part 2 is denoted by Npart2, Npart1+Npart2 is equal to the code length N.
(661) Conceptually, in the block interleaving, only the number of columns as a storage area for storing Npart1/m bits in the column (vertical) direction as one direction, which is equal to the number m of bits of symbols in the row direction perpendicular to the column direction, are arranged, and each column is divided into small units of 360 bits, which is the unit size P, from the top. The small unit of the column is also called a column unit.
(662) In the block interleaving, as illustrated in
(663) Then, when the writing to the first column unit of the rightmost column is completed, as illustrated in
(664) When the writing of the Part 1 of the LDPC code of one code word is completed, as illustrated in
(665) The m-bit unit of the Part 1 is supplied as an m-bit symbol from the block interleaver 25 to the mapper 117 (
(666) The reading of the Part 1 in units of m bits is sequentially performed toward the lower row of m columns, and when the reading of the Part 1 is completed, the Part 2 is divided in units of m bits from the lead, and symbols of m bits is supplied from the block interleaver 25 to the mapper 117.
(667) Therefore, the Part 1 is symbolized while being interleaved, and the Part 2 is symbolized by being sequentially divided in units of m bits without being interleaved.
(668) Npart1/m which is the length of the column is a multiple of 360 which is the unit size P, and the LDPC code of one code word is divided into the Part 1 and the Part 2 so that Npart1/m is a multiple of 360.
(669)
(670) In
(671) <Group-Wise Interleaving>
(672)
(673) In the group-wise interleaving, as illustrated in
(674) Herein, when the LDPC code of one code word is divided into the bit groups, an (i+1)-th bit group from the lead is hereinafter also referred to as a bit group i.
(675) In a case where the unit size P is 360, for example, the LDPC code with a code length N of 1800 bits is divided into 5 (=1800/360) bit groups of the bit groups 0, 1, 2, 3, and 4. Furthermore, for example, the LDPC code with a code length N of 69120 bits is divided into 192 (=69120/360) bit groups of the bit groups 0, 1, . . . , and 191.
(676) In addition, hereinafter, a GW pattern is indicated by an arrangement of numbers indicating a bit group. For example, for the LDPC code with a code length N of 1, 800 bits, for example, the GW patterns 4, 2, 0, 3, and 1 indicates interleaving (rearranging) the arrangement of the bit groups 0, 1, 2, 3, and 4 into the arrangement of the bit groups 4, 2, 0, 3, and 1.
(677) For example, it is assumed that the (i+1)-th code bit from the lead of the LDPC code with a code length N of 1800 bits is indicated by xi.
(678) In this case, according to the group-wise interleaving of the GW patterns 4, 2, 0, 3, and 1, the LDPC code {x.sub.0, x.sub.1, . . . , x.sub.1799} of 1800 bits is interleaved into {x.sub.1440, x.sub.1441, . . . , x.sub.1799}, {x.sub.720, x.sub.721, . . . , x.sub.1079}, {x.sub.0, x.sub.1, . . . , x.sub.359}, {x.sub.1080, x.sub.1081, . . . , x.sub.1439}, and {x.sub.360, x.sub.361, . . . x.sub.719}.
(679) The GW pattern can be set for each code length N of an LDPC code, each encoding rate r of an LDPC code, each modulation scheme, or each constellation or as a combination of two or more of the code length N, the encoding rate r, the modulation scheme, and the constellation.
(680) <Example of GW Pattern for LDPC Code>
(681)
(682) According to the GW pattern of
(683) 12, 8, 132, 26, 3, 18, 19, 98, 37, 190, 123, 81, 95, 167, 76, 66, 27, 46, 105, 28, 29, 170, 20, 96, 35, 177, 24, 86, 114, 63, 52, 80, 119, 153, 121, 107, 97, 129, 57, 38, 15, 91, 122, 14, 104, 175, 150, 1, 124, 72, 90, 32, 161, 78, 44, 73, 134, 162, 5, 11, 179, 93, 6, 152, 180, 68, 36, 103, 160, 100, 138, 146, 9, 82, 187, 147, 7, 87, 17, 102, 69, 110, 130, 42, 16, 71, 2, 169, 58, 33, 136, 106, 140, 84, 79, 143, 156, 139, 55, 116, 4, 21, 144, 64, 70, 158, 48, 118, 184, 50, 181, 120, 174, 133, 115, 53, 127, 74, 25, 49, 88, 22, 89, 34, 126, 61, 94, 172, 131, 39, 99, 183, 163, 111, 155, 51, 191, 31, 128, 149, 56, 85, 109, 10, 151, 188, 40, 83, 41, 47, 178, 186, 43, 54, 164, 13, 142, 117, 92, 113, 182, 168, 165, 101, 171, 159, 60, 166, 77, 30, 67, 23, 0, 65, 141, 185, 112, 145, 135, 108, 176, 45, 148, 137, 125, 62, 75, 189, 59, 173, 154, 157.
(684)
(685) According to the GW pattern of
(686) 14, 119, 182, 5, 127, 21, 152, 11, 39, 164, 25, 69, 59, 140, 73, 9, 104, 148, 77, 44, 138, 89, 184, 35, 112, 150, 178, 26, 123, 133, 91, 76, 70, 0, 176, 118, 22, 147, 96, 108, 109, 139, 18, 157, 181, 126, 174, 179, 116, 38, 45, 158, 106, 168, 10, 97, 114, 129, 180, 52, 7, 67, 43, 50, 120, 122, 3, 13, 72, 185, 34, 83, 124, 105, 162, 87, 131, 155, 135, 42, 64, 165, 41, 71, 189, 159, 143, 102, 153, 17, 24, 30, 66, 137, 62, 55, 48, 98, 110, 40, 121, 187, 74, 92, 60, 101, 57, 33, 130, 173, 32, 166, 128, 54, 99, 111, 100, 16, 84, 132, 161, 4, 190, 49, 95, 141, 28, 85, 61, 53, 183, 6, 68, 2, 163, 37, 103, 186, 154, 171, 170, 78, 117, 93, 8, 145, 51, 56, 191, 90, 82, 151, 115, 175, 1, 125, 79, 20, 80, 36, 169, 46, 167, 63, 177, 149, 81, 12, 156, 142, 31, 47, 88, 65, 134, 94, 86, 160, 172, 19, 23, 136, 58, 146, 15, 75, 107, 188, 29, 113, 144, 27.
(687)
(688) According to the GW pattern of
(689) 121, 28, 49, 4, 21, 191, 90, 101, 188, 126, 8, 131, 81, 150, 141, 152, 17, 82, 61, 119, 125, 145, 153, 45, 108, 22, 94, 48, 29, 12, 59, 140, 75, 169, 183, 157, 142, 158, 113, 79, 89, 186, 112, 80, 56, 120, 166, 15, 43, 2, 62, 115, 38, 123, 73, 179, 155, 171, 185, 5, 168, 172, 190, 106, 174, 96, 116, 91, 30, 147, 19, 149, 37, 175, 124, 156, 14, 144, 86, 110, 40, 68, 162, 66, 130, 74, 165, 180, 13, 177, 122, 23, 109, 95, 42, 117, 65, 3, 111, 18, 32, 52, 97, 184, 54, 46, 167, 136, 1, 134, 189, 187, 16, 36, 84, 132, 170, 34, 57, 24, 137, 100, 39, 127, 6, 102, 10, 25, 114, 146, 53, 99, 85, 35, 78, 148, 9, 143, 139, 92, 173, 27, 11, 26, 104, 176, 98, 129, 51, 103, 160, 71, 154, 118, 67, 33, 181, 87, 77, 47, 159, 178, 83, 70, 164, 44, 69, 88, 63, 161, 182, 133, 20, 41, 64, 76, 31, 50, 128, 105, 0, 135, 55, 72, 93, 151, 107, 163, 60, 138, 7, 58.
(690)
(691) According to the GW pattern of
(692) 99, 59, 95, 50, 122, 15, 144, 6, 129, 36, 175, 159, 165, 35, 182, 181, 189, 29, 2, 115, 91, 41, 60, 160, 51, 106, 168, 173, 20, 138, 183, 70, 24, 127, 47, 5, 119, 171, 102, 135, 116, 156, 120, 105, 117, 136, 149, 128, 85, 46, 186, 113, 73, 103, 52, 82, 89, 184, 22, 185, 155, 125, 133, 37, 27, 10, 137, 76, 12, 98, 148, 109, 42, 16, 190, 84, 94, 97, 25, 11, 88, 166, 131, 48, 161, 65, 9, 8, 58, 56, 124, 68, 54, 3, 169, 146, 87, 108, 110, 121, 163, 57, 90, 100, 66, 49, 61, 178, 18, 7, 28, 67, 13, 32, 34, 86, 153, 112, 63, 43, 164, 132, 118, 93, 38, 39, 17, 154, 170, 81, 141, 191, 152, 111, 188, 147, 180, 75, 72, 26, 177, 126, 179, 55, 1, 143, 45, 21, 40, 123, 23, 162, 77, 62, 134, 158, 176, 31, 69, 114, 142, 19, 96, 101, 71, 30, 140, 187, 92, 80, 79, 0, 104, 53, 145, 139, 14, 33, 74, 157, 150, 44, 172, 151, 64, 78, 130, 83, 167, 4, 107, 174.
(693)
(694) According to the GW pattern of
(695) 170, 45, 67, 94, 110, 153, 19, 38, 112, 176, 49, 138, 35, 114, 184, 159, 17, 41, 47, 189, 65, 125, 154, 57, 83, 6, 97, 167, 51, 59, 23, 81, 54, 46, 168, 178, 148, 5, 122, 129, 155, 179, 95, 102, 8, 119, 29, 113, 14, 60, 43, 66, 55, 103, 111, 88, 56, 7, 118, 63, 134, 108, 61, 187, 124, 31, 133, 22, 79, 52, 36, 144, 89, 177, 40, 116, 121, 135, 163, 92, 117, 162, 149, 106, 173, 181, 11, 164, 185, 99, 18, 158, 16, 12, 48, 9, 123, 147, 145, 169, 130, 183, 28, 151, 71, 126, 69, 165, 21, 13, 15, 62, 80, 182, 76, 90, 180, 50, 127, 131, 109, 3, 115, 120, 161, 82, 34, 78, 128, 142, 136, 75, 86, 137, 26, 25, 44, 91, 42, 73, 140, 146, 152, 27, 101, 93, 20, 166, 171, 100, 70, 84, 53, 186, 24, 98, 4, 37, 141, 190, 68, 150, 1, 72, 39, 87, 188, 191, 156, 33, 30, 160, 143, 64, 132, 77, 0, 58, 174, 157, 105, 175, 10, 172, 104, 2, 96, 139, 32, 85, 107, 74.
(696)
(697) According to the GW pattern of
(698) 111, 156, 189, 11, 132, 114, 100, 154, 77, 79, 95, 161, 47, 142, 36, 98, 3, 125, 159, 120, 40, 160, 29, 153, 16, 39, 101, 58, 191, 46, 76, 4, 183, 176, 62, 60, 74, 7, 37, 127, 19, 186, 71, 50, 139, 27, 188, 113, 38, 130, 124, 26, 146, 131, 102, 110, 105, 147, 86, 150, 94, 162, 175, 88, 104, 55, 89, 181, 34, 69, 22, 92, 133, 1, 25, 0, 158, 10, 24, 116, 164, 165, 112, 72, 106, 129, 81, 66, 54, 49, 136, 118, 83, 41, 2, 56, 145, 28, 177, 168, 117, 9, 157, 173, 115, 149, 42, 103, 14, 84, 155, 187, 99, 6, 43, 70, 140, 73, 32, 78, 75, 167, 148, 48, 134, 178, 59, 15, 63, 91, 82, 33, 135, 166, 190, 152, 96, 137, 12, 182, 61, 107, 128, 119, 179, 45, 184, 65, 172, 138, 31, 57, 174, 17, 180, 5, 30, 170, 23, 85, 185, 35, 44, 123, 90, 20, 122, 8, 64, 141, 169, 121, 97, 108, 80, 171, 18, 13, 87, 163, 109, 52, 51, 21, 93, 67, 126, 68, 53, 143, 144, 151.
(699)
(700) According to the GW pattern of
(701) 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191.
(702)
(703) According to the GW pattern of
(704) 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191.
(705)
(706) According to the GW pattern of
(707) 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191.
(708)
(709) According to the GW pattern of
(710) 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191.
(711)
(712) According to the GW pattern of
(713) 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191.
(714)
(715) According to the GW pattern of
(716) 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191.
(717)
(718) According to the GW pattern of
(719) 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191.
(720)
(721) According to the GW pattern of
(722) 154, 106, 99, 177, 191, 55, 189, 181, 22, 62, 80, 114, 110, 141, 83, 103, 169, 156, 130, 186, 92, 45, 68, 126, 112, 185, 160, 158, 17, 145, 162, 127, 152, 174, 134, 18, 157, 120, 3, 29, 13, 135, 173, 86, 73, 150, 46, 153, 33, 61, 142, 102, 171, 168, 78, 77, 139, 85, 176, 163, 128, 101, 42, 2, 14, 38, 10, 125, 90, 30, 63, 172, 47, 108, 89, 0, 32, 94, 23, 34, 59, 35, 129, 12, 146, 8, 60, 27, 147, 180, 100, 87, 184, 167, 36, 79, 138, 4, 95, 148, 72, 54, 91, 182, 28, 133, 164, 175, 123, 107, 137, 88, 44, 116, 69, 7, 31, 124, 144, 105, 170, 6, 165, 15, 161, 24, 58, 70, 11, 56, 143, 111, 104, 74, 67, 109, 82, 21, 52, 9, 71, 48, 26, 117, 50, 149, 140, 20, 57, 136, 113, 64, 151, 190, 131, 19, 51, 96, 76, 1, 97, 40, 53, 84, 166, 75, 159, 98, 81, 49, 66, 188, 118, 39, 132, 187, 25, 119, 41, 122, 16, 5, 93, 115, 178, 65, 121, 37, 155, 183, 43, 179.
(723)
(724) According to the GW pattern of
(725) 1, 182, 125, 0, 121, 47, 63, 154, 76, 99, 82, 163, 102, 166, 28, 189, 56, 67, 54, 39, 40, 185, 184, 65, 179, 4, 91, 87, 137, 170, 98, 71, 169, 49, 73, 37, 11, 143, 150, 123, 93, 62, 3, 50, 26, 140, 178, 95, 183, 33, 21, 53, 112, 128, 118, 120, 106, 139, 32, 130, 173, 132, 156, 119, 83, 176, 159, 13, 145, 36, 30, 113, 2, 41, 147, 174, 94, 88, 92, 60, 165, 59, 25, 161, 100, 85, 81, 61, 138, 48, 177, 77, 6, 22, 16, 43, 115, 23, 12, 66, 70, 9, 164, 122, 58, 105, 69, 42, 38, 19, 24, 180, 175, 74, 160, 34, 101, 72, 114, 142, 20, 8, 15, 190, 144, 104, 79, 172, 148, 31, 168, 10, 107, 14, 35, 52, 134, 126, 167, 149, 116, 186, 17, 162, 151, 5, 136, 55, 44, 110, 158, 46, 191, 29, 153, 155, 117, 188, 131, 97, 146, 103, 78, 109, 129, 57, 111, 45, 68, 157, 84, 141, 89, 64, 7, 108, 152, 75, 18, 96, 133, 171, 86, 181, 127, 27, 124, 187, 135, 80, 51, 90.
(726)
(727) According to the GW pattern of
(728) 35, 75, 166, 145, 143, 184, 62, 96, 54, 63, 157, 103, 32, 43, 126, 187, 144, 91, 78, 44, 39, 109, 185, 102, 10, 68, 29, 42, 149, 83, 133, 94, 130, 27, 171, 19, 51, 165, 148, 28, 36, 33, 173, 136, 87, 82, 100, 49, 120, 152, 161, 162, 147, 71, 137, 57, 8, 53, 132, 151, 163, 123, 47, 92, 90, 60, 99, 79, 59, 108, 115, 72, 0, 12, 140, 160, 61, 180, 74, 37, 86, 117, 191, 101, 52, 15, 80, 156, 127, 81, 131, 141, 142, 31, 95, 4, 73, 64, 16, 18, 146, 70, 181, 7, 89, 124, 77, 67, 116, 21, 34, 41, 105, 113, 97, 2, 6, 55, 17, 65, 38, 48, 158, 159, 179, 5, 30, 183, 170, 135, 125, 20, 106, 186, 182, 188, 114, 1, 14, 3, 134, 178, 189, 167, 40, 119, 22, 190, 58, 23, 155, 138, 98, 84, 11, 110, 88, 46, 177, 175, 25, 150, 118, 121, 129, 168, 13, 128, 104, 69, 112, 169, 9, 45, 174, 93, 26, 56, 76, 50, 154, 139, 66, 85, 153, 107, 111, 172, 176, 164, 24, 122.
(729)
(730) According to the GW pattern of
(731) 155, 188, 123, 132, 15, 79, 59, 119, 66, 68, 41, 175, 184, 78, 142, 32, 54, 111, 139, 134, 95, 34, 161, 150, 58, 141, 74, 112, 121, 99, 178, 179, 57, 90, 80, 21, 11, 29, 67, 104, 52, 87, 38, 81, 181, 160, 176, 16, 71, 13, 186, 171, 9, 170, 2, 177, 0, 88, 149, 190, 69, 33, 183, 146, 61, 117, 113, 6, 96, 120, 162, 23, 53, 140, 91, 128, 46, 93, 174, 126, 159, 133, 8, 152, 103, 102, 151, 143, 100, 4, 180, 166, 55, 164, 18, 49, 62, 20, 83, 7, 187, 153, 64, 37, 144, 185, 19, 114, 25, 116, 12, 173, 122, 127, 89, 115, 75, 101, 189, 124, 157, 108, 28, 165, 163, 65, 168, 77, 82, 27, 137, 86, 22, 110, 63, 148, 158, 97, 31, 105, 135, 98, 44, 70, 182, 191, 17, 156, 129, 39, 136, 169, 3, 145, 154, 109, 76, 5, 10, 106, 35, 94, 172, 45, 51, 60, 42, 50, 72, 85, 40, 118, 36, 14, 130, 131, 138, 43, 48, 125, 84, 24, 26, 1, 56, 107, 92, 147, 47, 30, 73, 167.
(732)
(733) According to the GW pattern of
(734) 152, 87, 170, 33, 48, 95, 2, 184, 145, 51, 94, 164, 38, 90, 158, 70, 124, 128, 66, 111, 79, 42, 45, 141, 83, 73, 57, 119, 20, 67, 31, 179, 123, 183, 26, 188, 15, 163, 1, 133, 105, 72, 81, 153, 69, 182, 101, 180, 185, 190, 77, 6, 127, 138, 75, 59, 24, 175, 30, 186, 139, 56, 100, 176, 147, 189, 116, 131, 25, 5, 16, 117, 74, 50, 171, 114, 76, 44, 107, 135, 71, 181, 13, 43, 122, 78, 4, 58, 35, 63, 187, 98, 37, 169, 148, 7, 10, 49, 80, 161, 167, 28, 142, 46, 97, 92, 121, 112, 88, 102, 106, 173, 19, 27, 41, 172, 91, 191, 34, 118, 108, 136, 166, 155, 96, 3, 165, 103, 84, 109, 104, 53, 23, 0, 178, 17, 86, 9, 168, 134, 110, 18, 32, 146, 129, 159, 55, 154, 126, 40, 151, 174, 60, 52, 22, 149, 156, 113, 143, 11, 93, 62, 177, 64, 61, 160, 150, 65, 130, 82, 29, 115, 137, 36, 8, 157, 54, 89, 99, 120, 68, 21, 140, 14, 39, 132, 125, 12, 85, 162, 47, 144.
(735)
(736) According to the GW pattern of
(737) 140, 8, 176, 13, 41, 165, 27, 109, 121, 153, 58, 181, 143, 164, 103, 115, 91, 66, 60, 189, 101, 4, 14, 102, 45, 124, 104, 159, 130, 133, 135, 77, 25, 59, 180, 141, 144, 62, 114, 182, 134, 148, 11, 20, 125, 83, 162, 75, 126, 67, 9, 178, 171, 152, 166, 69, 174, 15, 80, 168, 131, 95, 56, 48, 63, 82, 147, 51, 108, 52, 30, 139, 22, 37, 173, 112, 191, 98, 116, 149, 167, 142, 29, 154, 92, 94, 71, 117, 79, 122, 129, 24, 81, 105, 97, 137, 128, 1, 113, 170, 119, 7, 158, 76, 19, 183, 68, 31, 50, 118, 33, 72, 55, 65, 146, 185, 111, 145, 28, 21, 177, 160, 32, 61, 70, 106, 156, 78, 132, 88, 184, 35, 5, 53, 138, 47, 100, 10, 42, 36, 175, 93, 120, 190, 16, 123, 87, 54, 186, 18, 57, 84, 99, 12, 163, 157, 188, 64, 38, 26, 2, 136, 40, 169, 90, 107, 46, 172, 49, 6, 39, 44, 150, 85, 0, 17, 127, 155, 110, 34, 96, 74, 86, 187, 89, 151, 43, 179, 161, 73, 23, 3.
(738)
(739) According to the GW pattern of
(740) 10, 61, 30, 88, 33, 60, 1, 102, 45, 103, 119, 181, 82, 112, 12, 67, 69, 171, 108, 26, 145, 156, 81, 152, 8, 16, 68, 13, 99, 183, 146, 27, 158, 147, 132, 118, 180, 120, 173, 59, 186, 49, 7, 17, 35, 104, 129, 75, 54, 72, 18, 48, 15, 177, 191, 51, 24, 93, 106, 22, 71, 29, 141, 32, 143, 128, 175, 86, 190, 74, 36, 43, 144, 46, 63, 65, 133, 31, 87, 44, 20, 117, 76, 187, 80, 101, 151, 47, 130, 116, 162, 127, 153, 100, 94, 2, 41, 138, 125, 131, 11, 50, 40, 21, 184, 167, 172, 85, 160, 105, 73, 38, 157, 53, 39, 97, 107, 165, 168, 89, 148, 126, 3, 4, 114, 161, 155, 182, 136, 149, 111, 98, 113, 139, 92, 109, 174, 185, 95, 56, 135, 37, 163, 154, 0, 96, 78, 122, 5, 179, 140, 83, 123, 77, 9, 19, 66, 42, 137, 14, 23, 159, 189, 110, 142, 84, 169, 166, 52, 91, 164, 28, 124, 121, 70, 115, 90, 170, 58, 6, 178, 176, 64, 188, 57, 34, 79, 62, 25, 134, 150, 55.
(741)
(742) According to the GW pattern of
(743) 8, 165, 180, 182, 189, 61, 7, 140, 105, 78, 86, 75, 15, 28, 82, 1, 136, 130, 35, 24, 70, 152, 121, 11, 36, 66, 83, 57, 164, 111, 137, 128, 175, 156, 151, 48, 44, 147, 18, 64, 184, 42, 159, 3, 6, 162, 170, 98, 101, 29, 102, 21, 188, 79, 138, 45, 124, 118, 155, 125, 34, 27, 5, 97, 109, 145, 54, 56, 126, 187, 16, 149, 160, 178, 23, 141, 30, 117, 25, 69, 116, 131, 94, 65, 191, 99, 181, 185, 115, 67, 93, 106, 38, 71, 76, 113, 132, 172, 103, 95, 92, 107, 4, 163, 139, 72, 157, 0, 12, 52, 68, 88, 161, 183, 39, 14, 32, 49, 19, 77, 174, 47, 154, 17, 134, 133, 51, 120, 74, 177, 41, 108, 142, 143, 13, 26, 59, 100, 123, 55, 158, 62, 104, 148, 135, 9, 179, 53, 176, 33, 169, 129, 186, 43, 167, 87, 119, 84, 90, 150, 20, 10, 122, 114, 80, 50, 146, 144, 96, 171, 40, 73, 81, 168, 112, 190, 37, 173, 46, 110, 60, 85, 153, 2, 63, 91, 127, 89, 31, 58, 22, 166.
(744)
(745) According to the GW pattern of
(746) 17, 84, 125, 70, 134, 63, 68, 162, 61, 31, 74, 137, 7, 138, 5, 60, 76, 105, 160, 12, 114, 81, 155, 112, 153, 191, 82, 148, 118, 108, 58, 159, 43, 161, 149, 96, 71, 30, 145, 174, 67, 77, 47, 94, 48, 156, 151, 141, 131, 176, 183, 41, 35, 83, 164, 55, 169, 98, 187, 124, 100, 54, 104, 40, 2, 72, 8, 85, 182, 103, 6, 37, 107, 39, 42, 123, 57, 106, 13, 150, 129, 46, 109, 188, 45, 113, 44, 90, 20, 165, 142, 110, 22, 28, 173, 38, 52, 16, 34, 0, 3, 144, 27, 49, 139, 177, 132, 184, 25, 87, 152, 119, 158, 78, 186, 167, 97, 24, 99, 69, 120, 122, 133, 163, 21, 51, 101, 185, 111, 26, 18, 10, 33, 170, 95, 65, 14, 130, 157, 59, 115, 127, 92, 56, 1, 80, 66, 126, 178, 147, 75, 179, 171, 53, 146, 88, 4, 128, 121, 86, 117, 19, 23, 168, 181, 11, 102, 93, 73, 140, 89, 136, 9, 180, 62, 36, 79, 91, 190, 143, 29, 154, 32, 64, 166, 116, 15, 189, 175, 50, 135, 172.
(747)
(748) According to the GW pattern of
(749) 157, 20, 116, 115, 49, 178, 148, 152, 174, 130, 171, 81, 60, 146, 182, 72, 46, 22, 93, 101, 9, 55, 40, 163, 118, 30, 52, 181, 151, 31, 87, 117, 120, 82, 95, 190, 23, 36, 67, 62, 14, 167, 80, 27, 24, 43, 94, 0, 63, 5, 74, 78, 158, 88, 84, 109, 147, 112, 124, 110, 21, 47, 45, 68, 184, 70, 1, 66, 149, 105, 140, 170, 56, 98, 135, 61, 79, 123, 166, 185, 41, 108, 122, 92, 16, 26, 37, 177, 173, 113, 136, 89, 162, 85, 54, 39, 73, 58, 131, 134, 188, 127, 3, 164, 13, 132, 129, 179, 25, 18, 57, 32, 119, 111, 53, 155, 28, 107, 133, 144, 19, 160, 71, 186, 153, 103, 2, 12, 91, 106, 64, 175, 75, 189, 128, 142, 187, 76, 180, 34, 59, 169, 90, 11, 172, 97, 141, 38, 191, 17, 114, 126, 145, 83, 143, 125, 121, 10, 44, 137, 86, 29, 104, 154, 168, 65, 159, 15, 99, 35, 50, 48, 138, 96, 100, 102, 7, 42, 156, 8, 4, 69, 183, 51, 165, 6, 150, 77, 161, 33, 176, 139.
(750)
(751) According to the GW pattern of
(752) 42, 168, 36, 37, 152, 118, 14, 83, 105, 131, 26, 120, 92, 130, 158, 132, 49, 72, 137, 100, 88, 24, 53, 142, 110, 102, 74, 188, 113, 121, 12, 173, 5, 126, 127, 3, 93, 46, 164, 109, 151, 2, 98, 153, 116, 89, 101, 136, 35, 80, 0, 133, 183, 162, 185, 56, 17, 87, 117, 184, 54, 70, 176, 91, 134, 51, 38, 73, 165, 99, 169, 43, 167, 86, 11, 144, 78, 58, 64, 13, 119, 33, 166, 6, 75, 31, 15, 28, 125, 148, 27, 114, 82, 45, 55, 191, 160, 115, 1, 69, 187, 122, 177, 32, 172, 52, 112, 171, 124, 180, 85, 150, 7, 57, 60, 94, 181, 29, 97, 128, 19, 149, 175, 50, 140, 10, 174, 68, 59, 39, 106, 44, 62, 71, 18, 107, 156, 159, 146, 48, 81, 111, 96, 103, 34, 161, 141, 154, 76, 61, 135, 20, 84, 77, 108, 23, 145, 182, 170, 139, 157, 47, 9, 63, 123, 138, 155, 79, 4, 30, 143, 25, 90, 66, 147, 186, 179, 129, 21, 65, 41, 95, 67, 22, 163, 190, 16, 8, 104, 189, 40, 178.
(753)
(754) According to the GW pattern of
(755) 92, 132, 39, 44, 190, 21, 70, 146, 48, 13, 17, 187, 119, 43, 94, 157, 150, 98, 96, 47, 86, 63, 152, 158, 84, 170, 81, 7, 62, 191, 174, 99, 116, 10, 85, 113, 135, 28, 53, 122, 83, 141, 77, 23, 131, 4, 40, 168, 129, 109, 51, 130, 188, 147, 29, 50, 26, 78, 148, 164, 167, 103, 36, 134, 2, 177, 20, 123, 27, 90, 176, 5, 33, 133, 189, 138, 76, 41, 89, 35, 72, 139, 32, 73, 68, 67, 101, 166, 93, 54, 52, 42, 110, 59, 8, 179, 34, 171, 143, 137, 9, 126, 155, 108, 142, 120, 163, 12, 3, 75, 159, 107, 65, 128, 87, 6, 22, 57, 100, 24, 64, 106, 117, 19, 58, 95, 74, 180, 125, 136, 186, 154, 121, 161, 88, 37, 114, 102, 105, 160, 80, 185, 82, 124, 184, 15, 16, 18, 118, 173, 151, 11, 91, 79, 46, 140, 127, 1, 169, 0, 61, 66, 45, 162, 149, 115, 144, 30, 25, 175, 153, 183, 60, 38, 31, 111, 182, 49, 55, 145, 56, 181, 104, 14, 71, 178, 112, 172, 165, 69, 97, 156.
(756)
(757) According to the GW pattern of
(758) 133, 96, 46, 148, 78, 109, 149, 161, 55, 39, 183, 54, 186, 73, 150, 180, 189, 190, 22, 135, 12, 80, 42, 130, 164, 70, 126, 107, 57, 67, 15, 157, 52, 88, 5, 23, 123, 66, 53, 147, 177, 60, 131, 108, 171, 191, 44, 140, 98, 154, 37, 118, 176, 92, 124, 138, 132, 167, 173, 13, 79, 32, 145, 14, 113, 30, 2, 0, 165, 182, 153, 24, 144, 87, 82, 75, 141, 89, 137, 33, 100, 106, 128, 168, 29, 36, 172, 11, 111, 68, 16, 10, 34, 188, 35, 160, 77, 83, 178, 58, 59, 7, 56, 110, 104, 61, 76, 85, 121, 93, 19, 134, 179, 155, 163, 115, 185, 125, 112, 71, 8, 119, 18, 47, 151, 26, 103, 122, 9, 170, 146, 99, 49, 72, 102, 31, 40, 43, 158, 142, 4, 69, 139, 28, 174, 101, 84, 129, 156, 74, 62, 91, 159, 41, 38, 45, 136, 169, 21, 51, 181, 97, 166, 175, 90, 27, 86, 65, 105, 143, 127, 17, 6, 116, 94, 117, 48, 50, 25, 64, 95, 63, 184, 152, 120, 1, 187, 162, 114, 3, 81, 20.
(759)
(760) According to the GW pattern of
(761) 59, 34, 129, 18, 137, 6, 83, 139, 47, 148, 147, 110, 11, 98, 62, 149, 158, 14, 42, 180, 23, 128, 99, 181, 54, 176, 35, 130, 53, 179, 39, 152, 32, 52, 69, 82, 84, 113, 79, 21, 95, 7, 126, 191, 86, 169, 111, 12, 55, 27, 182, 120, 123, 88, 107, 50, 144, 49, 38, 165, 0, 159, 10, 43, 114, 187, 150, 19, 65, 48, 124, 8, 141, 171, 173, 17, 167, 92, 74, 170, 184, 67, 33, 172, 16, 119, 66, 57, 89, 106, 26, 78, 178, 109, 70, 2, 157, 15, 105, 22, 174, 127, 100, 71, 97, 163, 9, 77, 87, 41, 183, 117, 46, 40, 131, 85, 136, 72, 122, 1, 45, 13, 44, 56, 61, 146, 25, 132, 177, 76, 121, 160, 112, 5, 134, 73, 91, 135, 68, 3, 80, 90, 190, 60, 75, 145, 115, 81, 161, 156, 116, 166, 96, 28, 138, 94, 162, 140, 102, 4, 133, 30, 155, 189, 143, 64, 185, 164, 104, 142, 154, 118, 24, 31, 153, 103, 51, 108, 29, 37, 58, 186, 175, 36, 151, 63, 93, 188, 125, 101, 20, 168.
(762)
(763) According to the GW pattern of
(764) 61, 110, 123, 127, 148, 162, 131, 71, 176, 22, 157, 0, 151, 155, 112, 189, 36, 181, 10, 46, 133, 75, 80, 88, 6, 165, 97, 54, 31, 174, 49, 139, 98, 4, 170, 26, 50, 16, 141, 187, 13, 109, 106, 120, 72, 32, 63, 59, 79, 172, 83, 100, 92, 24, 56, 130, 167, 81, 103, 111, 158, 159, 153, 175, 8, 41, 136, 70, 33, 45, 84, 150, 39, 166, 164, 99, 126, 190, 134, 40, 87, 64, 154, 140, 116, 184, 115, 183, 30, 35, 7, 42, 146, 86, 58, 12, 14, 149, 89, 179, 128, 160, 95, 171, 74, 25, 29, 119, 143, 178, 28, 21, 23, 90, 188, 96, 173, 93, 147, 191, 18, 62, 2, 132, 20, 11, 17, 135, 152, 67, 73, 108, 76, 91, 156, 104, 48, 121, 94, 125, 38, 65, 177, 68, 37, 124, 78, 118, 186, 34, 185, 113, 169, 9, 69, 82, 163, 114, 145, 168, 44, 52, 105, 51, 137, 1, 161, 3, 55, 182, 101, 57, 43, 77, 5, 47, 144, 180, 66, 53, 19, 117, 60, 138, 142, 107, 122, 85, 27, 129, 15, 102.
(765)
(766) According to the GW pattern of
(767) 8, 174, 121, 46, 70, 106, 183, 9, 96, 109, 72, 130, 47, 168, 1, 190, 18, 90, 103, 135, 105, 112, 23, 33, 185, 31, 171, 111, 0, 115, 4, 159, 25, 65, 134, 146, 26, 37, 16, 169, 167, 74, 67, 155, 154, 83, 117, 53, 19, 161, 76, 12, 7, 131, 59, 51, 189, 42, 114, 142, 126, 66, 164, 191, 55, 132, 35, 153, 137, 87, 5, 100, 122, 150, 2, 49, 32, 172, 149, 177, 15, 82, 98, 34, 140, 170, 56, 78, 188, 57, 118, 186, 181, 52, 71, 24, 81, 22, 11, 156, 86, 148, 97, 38, 48, 64, 40, 165, 180, 125, 127, 143, 88, 43, 61, 158, 28, 162, 187, 110, 84, 157, 27, 41, 39, 124, 85, 58, 20, 44, 102, 36, 77, 147, 120, 179, 21, 60, 92, 138, 119, 173, 160, 144, 91, 99, 107, 101, 145, 184, 108, 95, 69, 63, 3, 89, 128, 136, 94, 129, 50, 79, 68, 151, 104, 163, 123, 182, 93, 29, 133, 152, 178, 80, 62, 54, 14, 141, 166, 176, 45, 30, 10, 6, 75, 73, 116, 175, 17, 113, 139, 13.
(768)
(769) According to the GW pattern of
(770) 179, 91, 101, 128, 169, 69, 185, 35, 156, 168, 132, 163, 46, 28, 5, 41, 162, 112, 108, 130, 153, 79, 118, 102, 125, 176, 71, 20, 115, 98, 124, 75, 103, 21, 164, 173, 9, 36, 56, 134, 24, 16, 159, 34, 15, 42, 104, 54, 120, 76, 60, 33, 127, 88, 133, 137, 61, 19, 3, 170, 87, 190, 13, 141, 188, 106, 113, 67, 145, 146, 111, 74, 89, 62, 175, 49, 32, 99, 93, 107, 171, 66, 80, 155, 100, 152, 4, 10, 126, 109, 181, 154, 105, 48, 136, 161, 183, 97, 31, 12, 8, 184, 47, 142, 18, 14, 117, 73, 84, 70, 68, 0, 23, 96, 165, 29, 122, 81, 17, 131, 44, 157, 26, 25, 189, 83, 178, 37, 123, 82, 191, 39, 7, 72, 160, 64, 143, 149, 138, 65, 58, 119, 63, 166, 114, 95, 172, 43, 140, 57, 158, 186, 86, 174, 92, 45, 139, 144, 147, 148, 151, 59, 30, 85, 40, 51, 187, 78, 38, 150, 129, 121, 27, 94, 52, 177, 110, 182, 55, 22, 167, 90, 77, 6, 11, 1, 116, 53, 2, 50, 135, 180.
(771)
(772) According to the GW pattern of
(773) 99, 59, 95, 50, 122, 15, 144, 6, 129, 36, 175, 159, 165, 35, 182, 181, 189, 29, 2, 115, 91, 41, 60, 160, 51, 106, 168, 173, 20, 138, 183, 70, 24, 127, 47, 5, 119, 171, 102, 135, 116, 156, 120, 105, 117, 136, 149, 128, 85, 46, 186, 113, 73, 103, 52, 82, 89, 184, 22, 185, 155, 125, 133, 37, 27, 10, 137, 76, 12, 98, 148, 109, 42, 16, 190, 84, 94, 97, 25, 11, 88, 166, 131, 48, 161, 65, 9, 8, 58, 56, 124, 68, 54, 3, 169, 146, 87, 108, 110, 121, 163, 57, 90, 100, 66, 49, 61, 178, 18, 7, 28, 67, 13, 32, 34, 86, 153, 112, 63, 43, 164, 132, 118, 93, 38, 39, 17, 154, 170, 81, 141, 191, 152, 111, 188, 147, 180, 75, 72, 26, 177, 126, 179, 55, 1, 143, 45, 21, 40, 123, 23, 162, 77, 62, 134, 158, 176, 31, 69, 114, 142, 19, 96, 101, 71, 30, 140, 187, 92, 80, 79, 0, 104, 53, 145, 139, 14, 33, 74, 157, 150, 44, 172, 151, 64, 78, 130, 83, 167, 4, 107, 174.
(774)
(775) According to the GW pattern of
(776) 16, 133, 14, 114, 145, 191, 53, 80, 166, 68, 21, 184, 73, 165, 147, 89, 180, 55, 135, 94, 189, 78, 103, 115, 72, 24, 105, 188, 84, 148, 85, 32, 1, 131, 34, 134, 41, 167, 81, 54, 142, 141, 75, 155, 122, 140, 13, 17, 8, 23, 61, 49, 51, 74, 181, 162, 143, 42, 71, 123, 161, 177, 110, 149, 126, 0, 63, 178, 35, 175, 186, 52, 43, 139, 112, 10, 40, 150, 182, 164, 64, 83, 174, 38, 47, 30, 2, 116, 25, 128, 160, 144, 99, 5, 187, 176, 82, 60, 18, 185, 104, 169, 39, 183, 137, 22, 109, 96, 151, 46, 33, 29, 65, 132, 95, 31, 136, 159, 170, 168, 67, 79, 93, 111, 90, 97, 113, 92, 76, 58, 127, 26, 27, 156, 3, 6, 28, 77, 125, 173, 98, 138, 172, 86, 45, 118, 171, 62, 179, 100, 19, 163, 50, 57, 56, 36, 102, 121, 117, 154, 119, 66, 20, 91, 130, 69, 44, 70, 153, 152, 158, 88, 108, 12, 59, 4, 11, 120, 87, 101, 37, 129, 146, 9, 106, 48, 7, 15, 124, 190, 107, 157.
(777)
(778) According to the GW pattern of
(779)
(780) According to the GW pattern of
(781) 139, 112, 159, 99, 87, 70, 175, 161, 51, 56, 174, 143, 12, 36, 77, 60, 155, 167, 160, 73, 127, 82, 123, 145, 8, 76, 164, 178, 144, 86, 7, 124, 27, 187, 130, 162, 191, 182, 16, 106, 141, 38, 72, 179, 111, 29, 59, 183, 66, 52, 43, 121, 20, 11, 190, 92, 55, 166, 94, 138, 1, 122, 171, 119, 109, 58, 23, 31, 163, 53, 13, 188, 100, 158, 156, 136, 34, 118, 185, 10, 25, 126, 104, 30, 83, 47, 146, 63, 134, 39, 21, 44, 151, 28, 22, 79, 110, 71, 90, 2, 103, 42, 35, 5, 57, 4, 0, 107, 37, 54, 18, 128, 148, 129, 26, 75, 120, 19, 116, 117, 147, 114, 48, 96, 61, 46, 88, 67, 135, 65, 180, 9, 74, 176, 6, 149, 49, 50, 125, 64, 169, 168, 157, 153, 24, 108, 89, 98, 33, 132, 93, 40, 154, 62, 142, 41, 69, 105, 189, 115, 152, 45, 133, 3, 95, 17, 186, 184, 85, 165, 32, 173, 113, 172, 78, 181, 150, 170, 102, 97, 140, 81, 91, 15, 137, 101, 80, 68, 14, 177, 131, 84.
(782)
(783) According to the GW pattern of
(784) 21, 20, 172, 86, 178, 25, 104, 133, 17, 106, 191, 68, 80, 190, 129, 29, 125, 108, 147, 23, 94, 167, 27, 61, 12, 166, 131, 120, 159, 28, 7, 62, 134, 59, 78, 0, 121, 149, 6, 5, 143, 171, 153, 161, 186, 35, 92, 113, 55, 163, 16, 54, 93, 79, 37, 44, 75, 182, 127, 148, 179, 95, 169, 141, 38, 168, 128, 56, 31, 57, 175, 140, 164, 24, 177, 88, 51, 112, 49, 185, 170, 87, 32, 60, 65, 77, 89, 3, 18, 116, 184, 45, 109, 53, 160, 9, 100, 8, 111, 69, 189, 36, 173, 33, 72, 144, 183, 115, 137, 98, 90, 142, 30, 154, 180, 122, 155, 130, 83, 138, 14, 41, 150, 132, 70, 152, 117, 11, 4, 124, 15, 42, 181, 58, 10, 22, 145, 99, 126, 107, 66, 174, 39, 13, 97, 63, 123, 84, 85, 67, 76, 158, 71, 46, 118, 81, 162, 146, 135, 2, 73, 50, 114, 82, 103, 188, 74, 101, 157, 151, 91, 119, 102, 48, 1, 40, 43, 64, 156, 34, 110, 52, 96, 136, 139, 165, 19, 176, 187, 47, 26, 105.
(785)
(786) According to the GW pattern of
(787)
(788) According to the GW pattern of
(789) 167, 97, 86, 166, 11, 57, 187, 169, 104, 102, 108, 63, 12, 181, 1, 71, 134, 152, 45, 144, 124, 22, 0, 51, 100, 150, 179, 54, 66, 79, 25, 172, 59, 48, 23, 55, 64, 185, 164, 123, 56, 80, 153, 9, 177, 176, 81, 17, 14, 43, 76, 27, 175, 60, 133, 91, 61, 41, 111, 163, 72, 95, 84, 67, 129, 52, 88, 121, 7, 49, 168, 154, 74, 138, 142, 158, 132, 127, 40, 139, 20, 44, 6, 128, 75, 114, 119, 2, 8, 157, 98, 118, 89, 46, 160, 190, 5, 165, 28, 68, 189, 161, 112, 173, 148, 183, 33, 131, 105, 186, 156, 70, 117, 170, 174, 36, 19, 135, 125, 122, 50, 113, 141, 37, 38, 31, 94, 149, 78, 32, 178, 34, 107, 13, 182, 146, 93, 10, 106, 109, 4, 77, 87, 3, 184, 83, 30, 180, 96, 15, 155, 110, 145, 191, 151, 101, 65, 99, 115, 140, 26, 147, 42, 136, 137, 18, 53, 116, 171, 16, 21, 92, 162, 130, 85, 69, 47, 35, 82, 120, 24, 73, 39, 58, 62, 126, 29, 90, 143, 159, 188, 103.
(790)
(791) According to the GW pattern of
(792) 74, 151, 79, 49, 174, 180, 133, 106, 116, 16, 163, 62, 164, 45, 187, 128, 176, 2, 126, 136, 63, 28, 118, 173, 19, 46, 93, 121, 162, 88, 0, 147, 131, 54, 117, 138, 69, 182, 68, 143, 78, 15, 7, 59, 109, 32, 10, 179, 165, 90, 73, 71, 171, 135, 123, 125, 31, 22, 70, 185, 155, 60, 120, 113, 41, 154, 177, 85, 64, 55, 26, 129, 84, 38, 166, 44, 30, 183, 189, 191, 124, 77, 80, 98, 190, 167, 140, 52, 153, 43, 25, 188, 103, 152, 137, 76, 149, 34, 172, 122, 40, 168, 141, 96, 142, 58, 110, 65, 9, 36, 42, 50, 184, 105, 156, 127, 8, 61, 146, 169, 181, 5, 87, 150, 91, 17, 18, 24, 112, 81, 170, 95, 29, 100, 130, 48, 159, 72, 75, 160, 27, 108, 148, 66, 144, 97, 57, 115, 114, 1, 132, 4, 21, 92, 11, 107, 175, 67, 145, 14, 186, 20, 51, 39, 3, 86, 89, 47, 53, 102, 82, 139, 23, 104, 157, 99, 158, 12, 161, 35, 178, 37, 134, 83, 94, 101, 111, 119, 6, 33, 13, 56.
(793)
(794) According to the GW pattern of
(795)
(796) According to the GW pattern of
(797) 42, 43, 190, 119, 183, 103, 51, 28, 171, 20, 18, 25, 85, 22, 157, 99, 174, 5, 53, 62, 150, 128, 38, 153, 37, 148, 39, 24, 118, 102, 184, 49, 111, 48, 87, 76, 81, 40, 55, 82, 70, 105, 66, 115, 14, 86, 88, 135, 168, 139, 56, 80, 93, 95, 165, 13, 4, 100, 29, 104, 11, 72, 116, 83, 112, 67, 186, 169, 8, 57, 44, 17, 164, 31, 96, 84, 2, 125, 59, 3, 6, 173, 149, 78, 27, 160, 156, 187, 34, 129, 154, 79, 52, 117, 110, 0, 7, 113, 137, 26, 47, 12, 178, 46, 136, 97, 15, 188, 101, 58, 35, 71, 32, 16, 109, 163, 134, 75, 68, 98, 132, 90, 124, 189, 121, 123, 170, 158, 159, 77, 108, 63, 180, 36, 74, 127, 21, 146, 147, 54, 155, 10, 144, 130, 60, 1, 141, 23, 177, 133, 50, 126, 167, 151, 161, 191, 91, 114, 162, 30, 181, 182, 9, 94, 69, 176, 65, 142, 152, 175, 73, 140, 41, 179, 172, 145, 64, 19, 138, 131, 166, 33, 107, 185, 106, 122, 120, 92, 45, 143, 61, 89.
(798)
(799) According to the GW pattern of
(800) 111, 33, 21, 133, 18, 30, 73, 139, 125, 35, 77, 105, 122, 91, 41, 86, 11, 8, 55, 71, 151, 107, 45, 12, 168, 51, 50, 59, 7, 132, 144, 16, 190, 31, 108, 89, 124, 110, 94, 67, 159, 46, 140, 87, 54, 142, 185, 85, 84, 120, 178, 101, 180, 20, 174, 47, 28, 145, 70, 24, 131, 4, 83, 56, 79, 37, 27, 109, 92, 52, 96, 177, 141, 188, 155, 38, 156, 169, 136, 81, 137, 112, 95, 93, 106, 149, 138, 15, 39, 170, 146, 103, 184, 43, 5, 9, 189, 34, 19, 63, 90, 36, 23, 78, 100, 75, 162, 42, 161, 119, 64, 65, 152, 62, 173, 104, 88, 118, 48, 44, 40, 60, 102, 61, 74, 99, 53, 10, 6, 172, 186, 163, 134, 14, 148, 3, 26, 1, 157, 150, 25, 123, 115, 116, 57, 175, 127, 82, 117, 114, 160, 164, 153, 176, 76, 13, 181, 68, 128, 0, 183, 49, 22, 166, 17, 191, 135, 165, 72, 158, 130, 154, 167, 66, 2, 147, 69, 58, 98, 97, 143, 32, 29, 179, 113, 80, 182, 129, 126, 171, 121, 187.
(801)
(802) According to the GW pattern of
(803) 148, 32, 94, 31, 146, 15, 41, 7, 79, 58, 52, 167, 154, 4, 161, 38, 64, 127, 131, 78, 34, 125, 171, 173, 133, 122, 50, 95, 129, 57, 71, 37, 137, 69, 82, 107, 26, 10, 140, 156, 47, 178, 163, 117, 139, 174, 143, 138, 111, 11, 166, 43, 141, 114, 45, 39, 177, 103, 96, 123, 63, 23, 18, 20, 187, 27, 66, 130, 65, 142, 5, 135, 113, 90, 121, 54, 190, 134, 153, 147, 92, 157, 3, 97, 102, 106, 172, 91, 46, 89, 56, 184, 115, 99, 62, 93, 100, 88, 152, 109, 124, 182, 70, 74, 159, 165, 60, 183, 185, 164, 175, 108, 176, 2, 118, 72, 151, 0, 51, 33, 28, 80, 14, 128, 179, 84, 77, 42, 55, 160, 119, 110, 86, 22, 101, 13, 170, 36, 104, 189, 191, 169, 112, 12, 29, 30, 162, 136, 24, 68, 9, 81, 120, 145, 180, 144, 73, 21, 44, 1, 16, 67, 19, 158, 188, 181, 61, 35, 8, 53, 168, 150, 105, 59, 87, 6, 126, 75, 85, 17, 83, 98, 48, 132, 40, 76, 49, 25, 149, 186, 155, 116.
(804)
(805) According to the GW pattern of
(806) 161, 38, 41, 138, 20, 24, 14, 35, 32, 179, 68, 97, 94, 142, 43, 53, 22, 28, 44, 81, 148, 187, 169, 89, 115, 144, 75, 40, 31, 152, 30, 124, 80, 135, 160, 8, 129, 147, 60, 112, 171, 0, 133, 100, 156, 180, 77, 110, 151, 69, 95, 25, 117, 127, 154, 64, 146, 143, 29, 168, 177, 183, 126, 10, 26, 3, 50, 92, 164, 163, 11, 109, 21, 37, 84, 122, 49, 71, 52, 15, 88, 149, 86, 61, 90, 155, 162, 9, 153, 67, 119, 189, 82, 131, 190, 4, 46, 118, 47, 178, 59, 150, 186, 123, 18, 79, 57, 120, 70, 62, 137, 23, 185, 167, 175, 16, 134, 73, 139, 166, 55, 165, 116, 76, 99, 182, 78, 93, 141, 33, 176, 101, 130, 58, 12, 17, 132, 45, 102, 7, 19, 145, 54, 91, 113, 36, 27, 114, 174, 39, 83, 140, 191, 74, 56, 87, 48, 158, 121, 159, 136, 63, 181, 34, 173, 103, 42, 125, 104, 107, 96, 65, 1, 13, 157, 184, 170, 105, 188, 108, 6, 2, 98, 72, 5, 66, 128, 106, 172, 111, 85, 51.
(807)
(808) According to the GW pattern of
(809) 57, 73, 173, 63, 179, 186, 148, 181, 160, 163, 4, 109, 137, 99, 118, 15, 5, 115, 44, 153, 185, 40, 12, 169, 2, 37, 188, 97, 65, 67, 117, 90, 66, 135, 154, 159, 146, 86, 61, 182, 59, 83, 91, 175, 58, 138, 93, 43, 98, 22, 152, 96, 45, 120, 180, 10, 116, 170, 162, 68, 3, 13, 41, 131, 21, 172, 55, 24, 1, 79, 106, 189, 52, 184, 112, 53, 136, 166, 29, 62, 107, 128, 71, 111, 187, 161, 101, 49, 155, 28, 94, 70, 48, 0, 33, 157, 151, 25, 89, 88, 114, 134, 75, 87, 142, 6, 27, 64, 69, 19, 150, 38, 35, 130, 127, 76, 102, 123, 158, 129, 133, 110, 141, 95, 7, 126, 85, 108, 174, 190, 165, 156, 171, 54, 17, 121, 103, 14, 36, 105, 82, 8, 178, 51, 23, 84, 167, 30, 100, 42, 72, 149, 92, 77, 104, 183, 39, 125, 80, 143, 144, 56, 119, 16, 132, 139, 191, 50, 164, 122, 46, 140, 31, 176, 60, 26, 32, 11, 177, 124, 74, 145, 20, 34, 18, 81, 168, 9, 78, 113, 147, 47.
(810)
(811) According to the GW pattern of
(812) 89, 123, 13, 47, 178, 159, 1, 190, 53, 12, 57, 109, 115, 19, 36, 143, 82, 96, 163, 66, 154, 173, 49, 65, 131, 2, 78, 15, 155, 90, 38, 130, 63, 188, 138, 184, 166, 102, 139, 28, 50, 186, 17, 20, 112, 41, 11, 8, 59, 79, 45, 162, 146, 40, 43, 129, 119, 18, 157, 37, 126, 124, 110, 191, 85, 165, 60, 142, 135, 74, 187, 179, 141, 164, 34, 69, 26, 33, 113, 120, 95, 169, 30, 0, 175, 70, 91, 104, 140, 25, 132, 23, 105, 158, 171, 6, 121, 56, 22, 127, 54, 68, 107, 133, 84, 81, 150, 99, 73, 185, 67, 29, 151, 87, 10, 167, 148, 72, 147, 5, 31, 125, 145, 4, 52, 44, 134, 83, 46, 75, 152, 62, 7, 86, 172, 180, 111, 61, 9, 58, 14, 116, 92, 170, 93, 77, 88, 42, 21, 106, 97, 144, 182, 108, 55, 94, 122, 114, 153, 64, 24, 80, 117, 3, 177, 149, 76, 128, 136, 39, 181, 160, 103, 174, 156, 27, 183, 16, 137, 101, 161, 176, 35, 118, 98, 168, 48, 100, 71, 189, 32, 51.
(813)
(814) According to the GW pattern of
(815) 116, 157, 105, 191, 110, 149, 0, 186, 88, 165, 141, 179, 160, 121, 35, 170, 97, 7, 181, 31, 130, 123, 184, 34, 101, 167, 68, 135, 18, 91, 159, 81, 53, 36, 164, 139, 61, 162, 79, 4, 176, 127, 42, 148, 147, 150, 55, 109, 132, 124, 9, 66, 14, 128, 134, 27, 29, 59, 153, 22, 120, 13, 187, 112, 69, 163, 11, 70, 58, 15, 25, 102, 188, 182, 156, 20, 17, 10, 32, 76, 5, 28, 46, 166, 140, 143, 65, 63, 107, 119, 87, 145, 62, 108, 189, 114, 71, 78, 122, 93, 37, 12, 137, 118, 56, 67, 98, 113, 173, 169, 39, 51, 177, 1, 84, 40, 158, 2, 144, 73, 43, 82, 92, 16, 133, 129, 99, 86, 57, 47, 183, 171, 131, 33, 26, 168, 155, 178, 175, 64, 52, 100, 142, 90, 8, 106, 45, 19, 24, 80, 146, 136, 125, 95, 172, 104, 154, 138, 6, 85, 94, 74, 151, 44, 174, 115, 185, 89, 23, 190, 111, 72, 180, 54, 77, 75, 117, 126, 49, 103, 48, 60, 83, 3, 21, 50, 161, 30, 96, 152, 41, 38.
(816)
(817) According to the GW pattern of
(818) 115, 167, 98, 128, 174, 73, 109, 79, 40, 6, 190, 113, 158, 56, 183, 61, 134, 13, 32, 133, 173, 1, 76, 151, 147, 70, 155, 77, 51, 150, 146, 12, 186, 33, 74, 171, 53, 11, 17, 68, 136, 9, 181, 91, 125, 161, 42, 124, 72, 96, 101, 81, 84, 107, 63, 55, 65, 5, 163, 157, 135, 18, 130, 120, 87, 85, 47, 187, 3, 46, 49, 112, 159, 188, 169, 127, 78, 25, 83, 45, 143, 182, 59, 36, 19, 110, 39, 43, 35, 15, 90, 180, 82, 145, 48, 34, 144, 178, 177, 86, 27, 103, 94, 62, 170, 57, 154, 166, 54, 164, 20, 185, 29, 2, 16, 60, 37, 75, 10, 162, 116, 92, 71, 106, 105, 175, 44, 108, 50, 26, 7, 176, 38, 99, 4, 122, 52, 66, 0, 140, 184, 24, 80, 97, 23, 114, 30, 126, 148, 64, 119, 165, 137, 123, 95, 111, 160, 8, 153, 149, 172, 121, 129, 28, 104, 156, 100, 189, 14, 138, 88, 118, 139, 93, 191, 31, 131, 179, 152, 89, 22, 41, 168, 117, 21, 69, 132, 102, 58, 67, 142, 141.
(819)
(820) According to the GW pattern of
(821) 31, 178, 143, 125, 159, 168, 34, 127, 158, 157, 21, 124, 153, 162, 59, 156, 165, 40, 108, 43, 98, 119, 33, 13, 175, 166, 117, 25, 63, 111, 74, 1, 38, 169, 131, 100, 164, 0, 171, 101, 151, 113, 20, 185, 17, 86, 146, 11, 12, 19, 145, 85, 3, 80, 133, 93, 10, 72, 152, 172, 140, 45, 115, 79, 161, 39, 99, 5, 37, 110, 155, 170, 123, 70, 52, 81, 65, 160, 132, 103, 9, 88, 15, 130, 71, 129, 177, 128, 121, 150, 36, 35, 163, 83, 142, 105, 48, 64, 82, 46, 148, 138, 147, 149, 27, 56, 47, 50, 42, 54, 182, 23, 97, 89, 167, 141, 75, 32, 118, 44, 96, 66, 73, 190, 181, 191, 92, 53, 87, 176, 102, 144, 28, 134, 77, 184, 189, 67, 187, 174, 49, 94, 68, 18, 186, 26, 120, 62, 136, 24, 4, 16, 61, 179, 106, 95, 135, 41, 173, 154, 78, 2, 22, 139, 76, 58, 90, 137, 114, 126, 51, 84, 14, 91, 183, 180, 112, 122, 30, 29, 69, 107, 116, 55, 8, 104, 6, 60, 57, 7, 109, 188.
(822)
(823) According to the GW pattern of
(824) 36, 20, 126, 165, 181, 59, 90, 186, 191, 120, 182, 170, 171, 137, 62, 84, 146, 106, 64, 129, 56, 136, 57, 108, 190, 74, 70, 10, 68, 139, 35, 104, 63, 16, 19, 66, 1, 15, 61, 97, 172, 72, 26, 141, 80, 151, 138, 156, 46, 82, 95, 142, 77, 76, 17, 102, 92, 60, 148, 99, 140, 2, 78, 145, 29, 174, 32, 103, 3, 133, 163, 23, 150, 155, 44, 185, 65, 134, 184, 11, 38, 119, 117, 167, 79, 5, 130, 94, 33, 157, 154, 109, 30, 31, 160, 96, 49, 178, 110, 128, 166, 7, 162, 48, 34, 55, 22, 143, 149, 121, 89, 114, 176, 107, 67, 73, 51, 53, 132, 83, 158, 69, 153, 180, 188, 101, 37, 179, 111, 71, 147, 189, 124, 43, 86, 98, 91, 45, 135, 168, 183, 42, 27, 81, 152, 164, 58, 100, 25, 4, 13, 144, 112, 122, 159, 187, 52, 85, 50, 9, 87, 127, 169, 173, 14, 93, 116, 175, 177, 24, 40, 0, 28, 12, 161, 105, 41, 75, 123, 39, 125, 18, 54, 6, 131, 118, 115, 88, 8, 113, 21, 47.
(825)
(826) According to the GW pattern of
(827) 12, 183, 40, 66, 35, 155, 137, 58, 108, 93, 47, 78, 56, 122, 51, 114, 10, 164, 148, 190, 53, 76, 75, 11, 46, 2, 174, 146, 119, 170, 98, 22, 116, 28, 67, 63, 59, 154, 94, 105, 187, 9, 97, 166, 19, 125, 189, 185, 178, 115, 123, 150, 60, 77, 86, 69, 26, 145, 143, 134, 124, 111, 162, 141, 80, 34, 138, 130, 45, 33, 127, 37, 91, 84, 102, 13, 16, 172, 61, 182, 57, 55, 101, 142, 117, 87, 131, 188, 191, 113, 39, 54, 74, 72, 29, 48, 161, 139, 151, 180, 1, 160, 103, 173, 15, 52, 186, 133, 71, 132, 31, 135, 70, 81, 24, 112, 6, 175, 96, 3, 79, 156, 109, 8, 153, 90, 177, 49, 99, 128, 21, 7, 158, 89, 92, 126, 32, 121, 100, 88, 163, 136, 20, 83, 17, 42, 95, 129, 118, 43, 157, 50, 5, 179, 140, 147, 62, 38, 176, 149, 159, 44, 106, 152, 65, 14, 168, 184, 0, 107, 167, 36, 73, 110, 165, 120, 104, 23, 25, 82, 27, 41, 181, 169, 85, 144, 4, 18, 171, 30, 68, 64.
(828)
(829) According to the GW pattern in
(830) 140, 166, 22, 87, 107, 121, 66, 80, 85, 109, 45, 13, 144, 63, 0, 52, 131, 122, 135, 173, 105, 98, 117, 168, 8, 123, 157, 93, 129, 37, 119, 143, 40, 59, 162, 21, 79, 102, 34, 36, 32, 41, 177, 48, 83, 94, 191, 78, 101, 155, 160, 189, 77, 57, 11, 148, 124, 65, 187, 110, 100, 114, 67, 150, 82, 156, 43, 5, 1, 126, 46, 167, 149, 72, 31, 161, 23, 113, 137, 132, 35, 76, 26, 61, 141, 15, 4, 25, 17, 182, 92, 29, 27, 73, 170, 53, 64, 127, 112, 171, 56, 106, 186, 183, 95, 165, 10, 103, 74, 84, 116, 20, 185, 6, 133, 147, 75, 62, 14, 142, 44, 181, 146, 164, 128, 9, 60, 50, 91, 88, 97, 145, 28, 7, 118, 99, 115, 39, 125, 136, 180, 179, 96, 175, 3, 47, 158, 172, 154, 138, 176, 33, 81, 134, 120, 174, 151, 49, 30, 108, 68, 38, 153, 2, 69, 111, 54, 130, 71, 24, 58, 178, 19, 42, 51, 190, 89, 16, 90, 169, 70, 18, 86, 184, 12, 188, 163, 55, 139, 104, 152, 159.
(831)
(832) According to the GW pattern of
(833) 128, 120, 91, 121, 189, 30, 127, 35, 76, 26, 144, 45, 178, 93, 14, 31, 123, 155, 19, 28, 152, 174, 177, 168, 56, 169, 95, 7, 96, 133, 136, 146, 172, 187, 90, 44, 98, 150, 40, 20, 104, 191, 37, 61, 42, 43, 27, 159, 163, 100, 164, 151, 111, 102, 165, 132, 138, 180, 22, 70, 184, 62, 167, 134, 60, 160, 175, 157, 153, 77, 87, 185, 116, 115, 176, 78, 5, 39, 88, 33, 126, 13, 71, 188, 171, 135, 21, 16, 143, 51, 99, 182, 85, 129, 162, 66, 0, 55, 73, 117, 75, 181, 179, 53, 170, 1, 125, 69, 80, 83, 57, 38, 103, 109, 137, 63, 74, 9, 15, 118, 67, 2, 113, 124, 114, 6, 154, 141, 50, 149, 4, 46, 8, 130, 94, 34, 23, 54, 145, 81, 58, 82, 139, 156, 108, 140, 166, 36, 183, 110, 101, 161, 84, 119, 92, 3, 142, 186, 158, 173, 147, 49, 10, 32, 65, 89, 86, 131, 18, 47, 107, 79, 72, 25, 68, 122, 29, 11, 41, 190, 59, 52, 97, 148, 12, 24, 105, 17, 106, 48, 64, 112.
(834)
(835) According to the GW pattern of
(836) 36, 180, 61, 100, 163, 168, 14, 24, 105, 104, 131, 56, 40, 73, 165, 157, 126, 47, 160, 181, 166, 161, 1, 81, 58, 182, 189, 177, 85, 17, 13, 46, 171, 149, 91, 79, 109, 133, 164, 125, 52, 77, 118, 186, 107, 150, 135, 33, 130, 87, 167, 158, 23, 83, 152, 114, 68, 12, 132, 178, 106, 184, 176, 72, 31, 53, 21, 110, 76, 146, 4, 18, 113, 65, 34, 179, 111, 185, 84, 144, 27, 39, 151, 50, 69, 30, 169, 175, 9, 42, 54, 43, 90, 22, 139, 129, 170, 115, 45, 140, 67, 25, 155, 82, 102, 29, 188, 108, 15, 80, 128, 48, 0, 64, 141, 93, 191, 190, 174, 32, 35, 119, 159, 41, 55, 162, 49, 59, 88, 156, 123, 136, 28, 60, 26, 16, 89, 147, 92, 98, 38, 20, 173, 71, 44, 94, 5, 7, 99, 75, 122, 120, 66, 121, 112, 62, 8, 137, 142, 103, 116, 117, 37, 63, 70, 86, 10, 74, 95, 11, 134, 154, 51, 101, 127, 183, 57, 97, 78, 148, 6, 172, 3, 138, 145, 153, 143, 19, 2, 96, 187, 124.
(837)
(838) According to the GW pattern of
(839) 92, 83, 138, 67, 27, 88, 13, 26, 73, 16, 187, 18, 76, 28, 79, 130, 91, 58, 140, 38, 6, 43, 17, 168, 141, 96, 70, 147, 112, 164, 97, 161, 139, 65, 78, 95, 146, 3, 32, 158, 24, 0, 94, 120, 176, 128, 59, 81, 21, 102, 190, 8, 114, 113, 29, 45, 103, 56, 54, 173, 177, 12, 174, 108, 169, 148, 123, 129, 150, 77, 157, 184, 61, 127, 121, 156, 104, 111, 68, 160, 107, 117, 124, 84, 35, 10, 90, 106, 144, 66, 64, 15, 46, 125, 44, 37, 20, 135, 53, 71, 152, 183, 162, 50, 167, 11, 142, 149, 131, 191, 166, 31, 185, 134, 19, 178, 52, 188, 2, 75, 110, 145, 41, 159, 136, 100, 9, 62, 60, 34, 116, 23, 42, 105, 40, 118, 186, 4, 5, 182, 170, 87, 1, 22, 55, 126, 63, 14, 25, 153, 98, 49, 33, 69, 179, 171, 93, 36, 133, 57, 151, 82, 72, 163, 86, 47, 119, 48, 99, 30, 189, 115, 165, 101, 80, 175, 132, 89, 39, 181, 85, 51, 154, 137, 7, 180, 155, 74, 109, 122, 172, 143.
(840)
(841) According to the GW pattern of
(842) 52, 117, 42, 131, 45, 120, 44, 63, 91, 0, 33, 176, 95, 36, 134, 170, 148, 32, 130, 20, 124, 51, 152, 96, 92, 90, 184, 103, 53, 14, 110, 80, 107, 145, 181, 137, 61, 149, 114, 126, 136, 161, 58, 162, 88, 8, 171, 178, 174, 94, 118, 19, 35, 1, 191, 115, 23, 10, 150, 67, 46, 56, 172, 129, 109, 98, 89, 68, 101, 121, 78, 182, 12, 173, 128, 77, 168, 156, 186, 165, 39, 187, 5, 158, 104, 2, 49, 154, 59, 82, 65, 30, 127, 17, 113, 164, 179, 34, 69, 189, 123, 147, 183, 21, 163, 143, 57, 100, 28, 185, 25, 140, 13, 66, 141, 62, 47, 54, 169, 106, 38, 86, 116, 151, 41, 4, 75, 108, 85, 153, 72, 125, 22, 135, 50, 70, 74, 11, 76, 138, 132, 55, 167, 40, 144, 31, 142, 37, 29, 99, 83, 26, 119, 64, 27, 9, 15, 97, 73, 133, 79, 190, 111, 43, 48, 102, 7, 139, 84, 24, 112, 177, 16, 180, 175, 81, 3, 60, 18, 188, 93, 105, 157, 87, 166, 159, 155, 122, 146, 6, 160, 71.
(843)
(844) According to the GW pattern of
(845) 60, 117, 182, 104, 53, 26, 11, 121, 71, 32, 179, 34, 38, 145, 166, 65, 137, 7, 124, 58, 90, 29, 144, 116, 91, 88, 98, 161, 83, 177, 85, 154, 146, 178, 123, 76, 75, 3, 64, 151, 99, 118, 57, 106, 16, 61, 162, 19, 12, 94, 39, 93, 92, 73, 82, 138, 108, 139, 130, 163, 152, 159, 168, 189, 102, 134, 101, 66, 4, 171, 170, 188, 107, 23, 180, 35, 175, 18, 89, 181, 17, 97, 62, 56, 52, 128, 40, 25, 191, 74, 95, 143, 5, 8, 1, 132, 133, 135, 184, 33, 37, 45, 127, 122, 136, 190, 158, 72, 77, 114, 46, 55, 105, 78, 183, 103, 22, 20, 24, 155, 86, 63, 79, 164, 13, 174, 2, 14, 47, 126, 84, 165, 59, 142, 87, 153, 112, 43, 156, 50, 6, 0, 81, 51, 21, 9, 148, 111, 147, 48, 31, 36, 129, 167, 150, 70, 42, 15, 110, 119, 109, 125, 80, 27, 131, 49, 140, 187, 96, 120, 100, 141, 160, 186, 185, 68, 69, 28, 176, 169, 44, 173, 149, 54, 115, 113, 67, 10, 157, 41, 30, 172.
(846)
(847) According to the GW pattern of
(848) 7, 156, 171, 76, 165, 68, 5, 72, 86, 57, 42, 98, 162, 130, 88, 31, 63, 170, 92, 100, 145, 146, 117, 62, 123, 55, 22, 138, 75, 99, 177, 83, 135, 190, 79, 84, 182, 140, 136, 0, 108, 77, 8, 154, 73, 37, 147, 14, 10, 128, 111, 168, 38, 159, 125, 32, 120, 132, 148, 27, 69, 96, 127, 103, 34, 110, 161, 41, 18, 35, 142, 116, 28, 121, 91, 112, 51, 178, 139, 95, 155, 20, 78, 33, 133, 29, 9, 54, 24, 176, 122, 3, 102, 56, 181, 175, 174, 81, 166, 30, 26, 43, 113, 137, 150, 89, 179, 70, 11, 2, 118, 183, 13, 50, 46, 12, 49, 40, 172, 17, 47, 65, 16, 74, 141, 129, 101, 48, 87, 187, 167, 134, 158, 15, 44, 53, 93, 152, 23, 126, 52, 97, 189, 36, 115, 169, 64, 25, 58, 82, 1, 45, 39, 191, 144, 173, 6, 60, 85, 149, 163, 21, 90, 4, 80, 105, 164, 180, 61, 114, 188, 151, 185, 94, 124, 104, 106, 119, 107, 160, 67, 71, 19, 131, 186, 153, 157, 66, 143, 184, 109, 59.
(849)
(850) According to the GW pattern of
(851) 134, 124, 102, 133, 161, 34, 18, 17, 119, 172, 43, 25, 130, 84, 46, 167, 23, 100, 31, 121, 30, 15, 99, 127, 62, 20, 143, 103, 139, 171, 13, 42, 1, 26, 76, 159, 27, 82, 48, 146, 22, 156, 188, 69, 86, 177, 129, 160, 33, 67, 176, 148, 168, 158, 169, 0, 155, 118, 154, 110, 96, 191, 4, 36, 39, 56, 112, 14, 145, 182, 3, 88, 126, 91, 105, 174, 128, 157, 125, 74, 116, 61, 52, 187, 117, 98, 73, 95, 92, 181, 111, 65, 63, 152, 163, 147, 66, 178, 87, 179, 64, 93, 144, 83, 140, 8, 78, 2, 131, 115, 123, 47, 94, 186, 28, 68, 21, 135, 37, 151, 11, 104, 77, 81, 35, 71, 162, 97, 41, 58, 190, 101, 153, 85, 166, 7, 173, 44, 29, 10, 49, 54, 150, 32, 50, 51, 45, 183, 107, 113, 137, 80, 79, 175, 142, 141, 138, 40, 122, 75, 120, 53, 59, 60, 184, 5, 38, 6, 164, 189, 24, 16, 72, 19, 109, 106, 114, 108, 185, 165, 149, 9, 57, 170, 12, 90, 180, 89, 132, 136, 55, 70.
(852)
(853) According to the GW pattern of
(854) 18, 161, 152, 30, 91, 138, 83, 88, 127, 54, 33, 46, 125, 120, 122, 169, 51, 150, 100, 52, 95, 186, 149, 81, 11, 53, 164, 130, 19, 176, 93, 107, 29, 86, 124, 65, 75, 71, 74, 68, 44, 82, 59, 104, 118, 103, 131, 101, 8, 96, 97, 119, 166, 77, 50, 34, 158, 21, 184, 24, 165, 171, 142, 36, 181, 45, 90, 175, 99, 13, 37, 10, 140, 3, 69, 16, 133, 172, 173, 27, 132, 79, 76, 111, 123, 7, 94, 70, 116, 174, 15, 156, 187, 110, 84, 185, 14, 72, 159, 143, 78, 135, 17, 12, 139, 67, 58, 151, 177, 73, 154, 145, 179, 25, 108, 148, 137, 85, 147, 61, 20, 89, 155, 183, 134, 128, 191, 26, 121, 126, 0, 141, 112, 62, 114, 48, 182, 146, 115, 64, 113, 189, 31, 1, 39, 168, 2, 43, 163, 188, 35, 129, 153, 66, 23, 40, 6, 5, 98, 56, 9, 63, 180, 157, 167, 162, 60, 42, 49, 28, 22, 80, 87, 92, 160, 55, 136, 170, 106, 117, 178, 32, 38, 105, 102, 41, 57, 109, 144, 47, 190, 4.
(855)
(856) According to the GW pattern of
(857) 172, 48, 104, 60, 184, 162, 86, 185, 11, 132, 155, 50, 146, 178, 5, 28, 133, 169, 106, 90, 174, 95, 42, 10, 78, 177, 21, 112, 54, 153, 136, 12, 115, 108, 92, 152, 180, 151, 13, 62, 25, 51, 191, 84, 167, 139, 96, 111, 130, 150, 7, 143, 144, 117, 124, 27, 38, 72, 6, 128, 36, 39, 26, 156, 32, 127, 181, 122, 52, 131, 68, 140, 173, 182, 154, 190, 137, 61, 2, 138, 43, 110, 29, 116, 176, 30, 57, 189, 14, 4, 65, 80, 33, 75, 135, 20, 103, 98, 56, 179, 129, 105, 113, 71, 160, 85, 55, 0, 166, 59, 183, 142, 19, 22, 63, 125, 165, 88, 87, 93, 168, 77, 45, 69, 175, 100, 145, 31, 91, 141, 114, 157, 119, 16, 1, 34, 15, 147, 46, 188, 70, 74, 109, 126, 18, 64, 89, 134, 9, 161, 158, 44, 3, 47, 148, 187, 81, 164, 121, 35, 23, 24, 159, 82, 40, 94, 67, 163, 170, 58, 97, 8, 83, 53, 118, 149, 73, 107, 123, 79, 41, 99, 186, 101, 49, 120, 66, 76, 17, 171, 102, 37.
(858)
(859) According to the GW pattern of
(860) 16, 133, 14, 114, 145, 191, 53, 80, 166, 68, 21, 184, 73, 165, 147, 89, 180, 55, 135, 94, 189, 78, 103, 115, 72, 24, 105, 188, 84, 148, 85, 32, 1, 131, 34, 134, 41, 167, 81, 54, 142, 141, 75, 155, 122, 140, 13, 17, 8, 23, 61, 49, 51, 74, 181, 162, 143, 42, 71, 123, 161, 177, 110, 149, 126, 0, 63, 178, 35, 175, 186, 52, 43, 139, 112, 10, 40, 150, 182, 164, 64, 83, 174, 38, 47, 30, 2, 116, 25, 128, 160, 144, 99, 5, 187, 176, 82, 60, 18, 185, 104, 169, 39, 183, 137, 22, 109, 96, 151, 46, 33, 29, 65, 132, 95, 31, 136, 159, 170, 168, 67, 79, 93, 111, 90, 97, 113, 92, 76, 58, 127, 26, 27, 156, 3, 6, 28, 77, 125, 173, 98, 138, 172, 86, 45, 118, 171, 62, 179, 100, 19, 163, 50, 57, 56, 36, 102, 121, 117, 154, 119, 66, 20, 91, 130, 69, 44, 70, 153, 152, 158, 88, 108, 12, 59, 4, 11, 120, 87, 101, 37, 129, 146, 9, 106, 48, 7, 15, 124, 190, 107, 157.
(861)
(862) According to the GW pattern of
(863) 97, 121, 122, 73, 108, 167, 75, 156, 64, 49, 29, 18, 110, 171, 8, 27, 54, 41, 164, 15, 129, 157, 130, 111, 112, 120, 152, 12, 13, 101, 31, 69, 180, 143, 78, 125, 79, 172, 40, 116, 58, 71, 126, 55, 35, 191, 185, 159, 44, 86, 3, 80, 88, 145, 98, 144, 0, 62, 38, 150, 166, 114, 139, 60, 149, 10, 72, 155, 181, 26, 85, 128, 19, 25, 4, 170, 94, 175, 136, 117, 135, 102, 21, 89, 140, 138, 100, 33, 142, 74, 133, 56, 124, 17, 77, 65, 119, 59, 182, 105, 99, 158, 24, 96, 70, 83, 23, 81, 132, 7, 141, 61, 57, 82, 115, 162, 186, 103, 43, 148, 47, 176, 113, 151, 50, 184, 165, 109, 189, 90, 32, 20, 46, 127, 153, 161, 106, 11, 67, 36, 9, 28, 174, 160, 16, 93, 95, 6, 131, 66, 39, 14, 91, 163, 68, 48, 123, 137, 52, 5, 183, 76, 179, 22, 34, 147, 107, 168, 146, 42, 173, 53, 190, 104, 51, 118, 45, 30, 178, 134, 169, 37, 187, 177, 1, 2, 154, 87, 63, 92, 188, 84.
(864)
(865) According to the GW pattern of
(866) 47, 85, 118, 136, 166, 98, 72, 163, 63, 116, 162, 169, 114, 124, 144, 110, 46, 152, 104, 88, 99, 106, 181, 109, 3, 10, 172, 107, 33, 100, 191, 75, 157, 79, 52, 128, 6, 12, 139, 30, 68, 111, 83, 5, 119, 1, 97, 56, 38, 117, 78, 80, 155, 141, 185, 20, 161, 123, 28, 180, 77, 50, 29, 64, 41, 121, 53, 36, 48, 127, 44, 22, 35, 165, 59, 147, 187, 153, 89, 154, 18, 55, 90, 69, 19, 148, 129, 188, 24, 8, 102, 151, 11, 74, 105, 81, 92, 70, 101, 7, 132, 120, 112, 145, 57, 96, 42, 45, 91, 71, 149, 164, 51, 130, 95, 140, 178, 9, 135, 34, 175, 21, 32, 25, 67, 17, 61, 58, 134, 43, 122, 2, 16, 183, 54, 86, 4, 39, 60, 184, 171, 94, 179, 13, 115, 49, 143, 158, 168, 159, 87, 73, 156, 15, 93, 125, 126, 131, 40, 66, 138, 76, 173, 65, 27, 170, 186, 182, 103, 108, 82, 37, 174, 167, 142, 26, 160, 84, 62, 190, 176, 31, 150, 189, 113, 137, 14, 23, 0, 146, 177, 133.
(867)
(868) According to the GW pattern of
(869) 97, 39, 99, 33, 10, 6, 189, 179, 130, 172, 76, 185, 131, 40, 176, 159, 8, 17, 167, 116, 16, 160, 5, 174, 27, 115, 43, 41, 136, 175, 153, 144, 106, 29, 105, 84, 67, 35, 152, 191, 72, 56, 83, 168, 12, 184, 65, 146, 104, 80, 98, 79, 51, 26, 64, 137, 181, 165, 52, 129, 186, 48, 128, 154, 58, 141, 77, 187, 94, 109, 81, 119, 82, 38, 18, 188, 143, 170, 147, 2, 162, 95, 21, 11, 74, 151, 19, 59, 1, 138, 145, 7, 177, 30, 42, 44, 28, 20, 91, 14, 4, 70, 110, 31, 37, 61, 55, 85, 15, 183, 171, 96, 103, 101, 112, 161, 54, 178, 78, 87, 126, 57, 180, 88, 92, 113, 73, 90, 117, 93, 89, 122, 62, 25, 158, 148, 118, 45, 123, 60, 107, 173, 114, 166, 120, 13, 23, 139, 86, 135, 164, 47, 124, 149, 150, 46, 157, 100, 142, 0, 71, 50, 49, 36, 9, 127, 156, 75, 34, 163, 125, 190, 182, 155, 66, 69, 140, 32, 169, 132, 53, 68, 102, 63, 133, 111, 22, 134, 108, 3, 24, 121.
(870)
(871) According to the GW pattern of
(872) 35, 75, 166, 145, 143, 184, 62, 96, 54, 63, 157, 103, 32, 43, 126, 187, 144, 91, 78, 44, 39, 109, 185, 102, 10, 68, 29, 42, 149, 83, 133, 94, 130, 27, 171, 19, 51, 165, 148, 28, 36, 33, 173, 136, 87, 82, 100, 49, 120, 152, 161, 162, 147, 71, 137, 57, 8, 53, 132, 151, 163, 123, 47, 92, 90, 60, 99, 79, 59, 108, 115, 72, 0, 12, 140, 160, 61, 180, 74, 37, 86, 117, 191, 101, 52, 15, 80, 156, 127, 81, 131, 141, 142, 31, 95, 4, 73, 64, 16, 18, 146, 70, 181, 7, 89, 124, 77, 67, 116, 21, 34, 41, 105, 113, 97, 2, 6, 55, 17, 65, 38, 48, 158, 159, 179, 5, 30, 183, 170, 135, 125, 20, 106, 186, 182, 188, 114, 1, 14, 3, 134, 178, 189, 167, 40, 119, 22, 190, 58, 23, 155, 138, 98, 84, 11, 110, 88, 46, 177, 175, 25, 150, 118, 121, 129, 168, 13, 128, 104, 69, 112, 169, 9, 45, 174, 93, 26, 56, 76, 50, 154, 139, 66, 85, 153, 107, 111, 172, 176, 164, 24, 122.
(873)
(874) According to the GW pattern of
(875) 138, 38, 106, 76, 172, 27, 150, 95, 44, 187, 64, 18, 28, 98, 180, 101, 149, 146, 126, 26, 93, 178, 186, 70, 104, 131, 19, 45, 102, 122, 152, 66, 63, 173, 9, 55, 25, 1, 154, 85, 5, 51, 43, 82, 86, 151, 148, 48, 190, 179, 62, 60, 94, 174, 142, 39, 169, 170, 47, 125, 33, 128, 162, 2, 129, 57, 79, 118, 114, 69, 78, 167, 11, 136, 99, 155, 90, 21, 119, 10, 52, 91, 115, 185, 6, 110, 88, 96, 181, 143, 0, 160, 124, 130, 183, 71, 121, 182, 68, 191, 3, 32, 40, 189, 41, 156, 35, 159, 58, 89, 29, 67, 17, 109, 30, 111, 12, 46, 65, 177, 53, 77, 74, 56, 184, 15, 141, 135, 54, 163, 14, 145, 139, 134, 59, 147, 87, 107, 7, 61, 36, 113, 103, 188, 24, 165, 137, 22, 42, 49, 83, 73, 50, 161, 20, 166, 127, 157, 108, 171, 37, 72, 176, 112, 123, 144, 34, 175, 168, 117, 80, 81, 8, 31, 133, 92, 164, 132, 97, 158, 84, 100, 140, 16, 105, 23, 75, 13, 153, 116, 4, 120.
(876)
(877) According to the GW pattern of
(878) 37, 136, 161, 62, 163, 129, 160, 73, 76, 66, 34, 162, 122, 5, 87, 94, 50, 105, 132, 32, 121, 47, 74, 189, 110, 45, 75, 175, 17, 29, 108, 191, 1, 153, 20, 113, 61, 42, 51, 2, 165, 124, 43, 186, 40, 86, 168, 180, 155, 16, 93, 26, 166, 119, 159, 56, 12, 44, 46, 143, 49, 25, 176, 158, 92, 147, 54, 172, 182, 64, 157, 112, 38, 39, 11, 6, 127, 48, 151, 82, 4, 36, 183, 88, 126, 117, 111, 188, 138, 65, 70, 170, 133, 137, 146, 128, 114, 148, 141, 125, 10, 41, 116, 33, 99, 81, 187, 130, 131, 107, 60, 90, 173, 13, 71, 15, 106, 3, 149, 154, 181, 174, 190, 27, 177, 18, 21, 22, 83, 91, 150, 14, 96, 53, 0, 145, 67, 68, 144, 184, 59, 23, 118, 115, 135, 55, 134, 102, 8, 169, 85, 156, 97, 63, 104, 95, 52, 98, 139, 24, 78, 179, 19, 28, 69, 58, 109, 57, 164, 31, 84, 140, 103, 77, 123, 171, 72, 79, 152, 35, 80, 7, 185, 167, 9, 100, 142, 89, 30, 120, 178, 101.
(879)
(880) According to the GW pattern of
(881) 148, 189, 3, 121, 80, 135, 7, 96, 46, 109, 190, 111, 118, 23, 5, 149, 19, 140, 106, 36, 161, 71, 6, 176, 160, 76, 8, 168, 171, 173, 40, 37, 25, 50, 164, 108, 139, 31, 127, 142, 163, 177, 24, 20, 157, 83, 116, 42, 73, 69, 88, 184, 147, 136, 187, 49, 45, 35, 170, 62, 63, 181, 117, 123, 122, 72, 55, 53, 133, 159, 94, 175, 179, 158, 97, 93, 13, 130, 144, 81, 68, 2, 64, 155, 119, 43, 143, 1, 112, 18, 146, 172, 132, 191, 134, 61, 138, 9, 178, 103, 15, 47, 154, 17, 152, 153, 107, 115, 39, 166, 33, 104, 56, 52, 60, 131, 141, 78, 186, 162, 54, 0, 85, 12, 86, 77, 126, 34, 180, 10, 87, 38, 4, 26, 79, 27, 98, 66, 75, 67, 110, 101, 128, 16, 22, 28, 151, 21, 99, 74, 11, 100, 65, 58, 150, 145, 14, 59, 102, 51, 48, 113, 92, 167, 188, 174, 156, 114, 82, 125, 124, 70, 137, 90, 30, 44, 57, 105, 95, 165, 29, 89, 41, 169, 120, 91, 32, 183, 129, 182, 185, 84.
(882)
(883) According to the GW pattern of
(884) 67, 20, 9, 75, 143, 94, 144, 122, 56, 88, 180, 72, 102, 100, 113, 157, 170, 59, 128, 162, 26, 38, 61, 156, 115, 117, 190, 77, 22, 74, 119, 12, 8, 179, 182, 85, 188, 191, 154, 41, 58, 142, 186, 107, 73, 189, 15, 130, 127, 160, 55, 19, 45, 137, 124, 133, 146, 43, 60, 183, 153, 177, 123, 181, 95, 49, 140, 4, 51, 3, 21, 164, 83, 187, 148, 11, 168, 149, 92, 65, 30, 90, 23, 116, 57, 161, 125, 175, 129, 126, 97, 14, 96, 66, 37, 178, 64, 173, 184, 80, 101, 34, 81, 131, 76, 147, 47, 135, 111, 121, 44, 68, 98, 48, 120, 40, 87, 176, 104, 106, 28, 163, 52, 1, 152, 79, 42, 139, 16, 2, 71, 7, 109, 114, 112, 54, 62, 169, 35, 150, 171, 110, 50, 108, 105, 69, 118, 84, 39, 132, 63, 31, 18, 134, 103, 185, 6, 145, 24, 70, 36, 29, 5, 93, 99, 33, 82, 89, 167, 174, 27, 165, 91, 138, 155, 32, 159, 141, 136, 151, 25, 158, 86, 17, 13, 172, 53, 10, 46, 166, 0, 78.
(885)
(886) According to the GW pattern of
(887) 84, 126, 45, 76, 121, 91, 52, 162, 79, 187, 134, 108, 47, 16, 72, 119, 43, 107, 98, 135, 147, 110, 0, 60, 4, 61, 117, 24, 167, 65, 40, 55, 73, 112, 85, 35, 156, 95, 137, 171, 9, 11, 54, 131, 138, 157, 152, 111, 183, 161, 41, 69, 21, 94, 113, 8, 153, 39, 57, 143, 86, 12, 188, 184, 15, 30, 118, 136, 64, 169, 148, 22, 6, 68, 168, 78, 105, 101, 190, 3, 59, 124, 170, 62, 87, 46, 28, 29, 186, 2, 25, 177, 140, 53, 154, 37, 18, 189, 93, 114, 33, 1, 158, 122, 103, 5, 104, 80, 166, 34, 106, 51, 10, 180, 139, 125, 178, 100, 13, 70, 142, 185, 159, 50, 66, 102, 150, 127, 160, 92, 81, 173, 115, 144, 145, 128, 74, 88, 20, 116, 179, 96, 17, 155, 175, 75, 165, 7, 191, 149, 44, 23, 99, 48, 163, 42, 63, 164, 90, 120, 27, 31, 14, 19, 32, 174, 26, 67, 89, 97, 56, 146, 82, 133, 129, 109, 71, 58, 130, 182, 123, 176, 49, 36, 181, 38, 141, 151, 83, 77, 172, 132.
(888)
(889) According to the GW pattern of
(890) 30, 127, 60, 115, 80, 50, 150, 39, 176, 171, 47, 104, 70, 33, 56, 3, 10, 26, 19, 149, 153, 141, 98, 46, 64, 71, 130, 107, 94, 16, 164, 169, 57, 168, 126, 157, 133, 12, 154, 135, 35, 53, 40, 183, 28, 1, 160, 67, 163, 134, 181, 59, 99, 186, 86, 36, 178, 152, 48, 117, 44, 14, 66, 172, 17, 31, 182, 166, 187, 55, 62, 143, 69, 77, 9, 113, 158, 91, 189, 84, 151, 74, 45, 97, 122, 114, 75, 41, 162, 90, 110, 106, 116, 131, 129, 188, 92, 11, 147, 108, 20, 159, 146, 51, 29, 109, 89, 6, 96, 155, 43, 111, 138, 85, 119, 5, 22, 105, 170, 4, 15, 148, 145, 63, 0, 156, 81, 68, 13, 137, 79, 103, 2, 179, 38, 180, 132, 123, 144, 167, 140, 174, 49, 37, 82, 128, 101, 21, 124, 177, 121, 8, 23, 136, 42, 27, 139, 72, 185, 18, 65, 161, 7, 125, 88, 34, 73, 184, 52, 190, 120, 102, 100, 87, 95, 118, 83, 112, 175, 78, 58, 24, 165, 54, 61, 25, 191, 76, 142, 93, 173, 32.
(891)
(892) According to the GW pattern of
(893) 166, 161, 43, 77, 177, 54, 162, 185, 127, 62, 6, 64, 30, 12, 27, 89, 130, 116, 190, 28, 38, 135, 149, 164, 48, 173, 175, 71, 132, 68, 5, 111, 158, 24, 59, 26, 145, 118, 51, 37, 178, 69, 189, 163, 133, 98, 53, 29, 169, 188, 17, 180, 155, 73, 45, 22, 107, 104, 76, 143, 70, 88, 99, 124, 126, 34, 80, 10, 168, 66, 72, 123, 63, 140, 176, 49, 65, 50, 52, 122, 4, 181, 121, 57, 18, 101, 42, 179, 100, 157, 165, 106, 156, 95, 170, 174, 117, 109, 102, 186, 148, 3, 134, 96, 67, 150, 151, 153, 11, 83, 1, 105, 25, 144, 8, 108, 84, 78, 97, 141, 60, 16, 112, 7, 82, 93, 46, 137, 35, 103, 61, 113, 129, 20, 119, 92, 31, 154, 115, 56, 44, 90, 14, 131, 160, 2, 36, 21, 23, 110, 152, 187, 0, 184, 41, 183, 120, 146, 47, 114, 32, 81, 75, 39, 91, 136, 167, 172, 58, 147, 125, 86, 138, 94, 33, 79, 159, 87, 55, 171, 85, 182, 191, 9, 19, 74, 13, 142, 40, 139, 15, 128.
(894)
(895) According to the GW pattern of
(896) 191, 38, 101, 9, 62, 79, 127, 18, 51, 6, 95, 114, 35, 123, 31, 99, 133, 81, 136, 106, 5, 130, 159, 124, 146, 41, 110, 150, 185, 8, 158, 178, 119, 171, 121, 129, 164, 168, 111, 52, 177, 190, 85, 179, 142, 174, 46, 61, 176, 23, 163, 49, 28, 86, 2, 143, 120, 166, 13, 87, 27, 39, 115, 131, 92, 117, 187, 56, 11, 180, 118, 30, 149, 60, 71, 44, 103, 140, 48, 162, 125, 122, 126, 29, 153, 77, 72, 4, 7, 165, 25, 89, 26, 68, 20, 12, 141, 37, 139, 15, 36, 82, 21, 137, 80, 3, 57, 128, 42, 43, 47, 93, 147, 70, 50, 170, 54, 96, 17, 152, 24, 172, 10, 22, 45, 169, 83, 69, 134, 78, 64, 183, 76, 189, 184, 112, 109, 33, 88, 32, 105, 175, 94, 53, 1, 90, 66, 100, 19, 108, 104, 113, 58, 40, 144, 97, 138, 154, 148, 157, 67, 145, 102, 132, 173, 84, 167, 0, 98, 182, 156, 63, 135, 14, 181, 73, 75, 65, 161, 116, 186, 55, 34, 151, 91, 160, 107, 16, 188, 74, 155, 59.
(897)
(898) According to the GW pattern of
(899) 100, 152, 16, 39, 26, 58, 60, 6, 126, 7, 59, 75, 62, 47, 27, 113, 41, 115, 169, 30, 95, 189, 138, 136, 70, 140, 149, 187, 177, 141, 125, 171, 178, 134, 15, 154, 131, 183, 46, 35, 44, 11, 51, 170, 112, 20, 161, 159, 101, 52, 181, 71, 28, 128, 3, 167, 156, 123, 18, 139, 102, 13, 19, 37, 90, 105, 92, 135, 185, 121, 50, 158, 29, 104, 155, 12, 184, 93, 166, 14, 133, 146, 24, 191, 188, 116, 109, 89, 65, 45, 25, 21, 1, 76, 151, 180, 33, 124, 91, 107, 119, 5, 132, 118, 111, 96, 143, 150, 173, 108, 2, 122, 22, 148, 130, 142, 147, 67, 97, 103, 36, 63, 40, 117, 55, 68, 137, 144, 94, 83, 56, 79, 175, 0, 182, 114, 85, 86, 9, 10, 74, 106, 17, 190, 4, 34, 84, 98, 38, 88, 64, 78, 145, 77, 163, 42, 120, 69, 164, 48, 23, 129, 160, 81, 127, 82, 53, 72, 179, 31, 66, 32, 168, 110, 73, 186, 157, 172, 49, 165, 176, 80, 61, 174, 153, 162, 54, 99, 57, 87, 8, 43.
(900)
(901) According to the GW pattern of
(902) 21, 5, 2, 24, 12, 28, 52, 118, 129, 3, 122, 149, 105, 16, 136, 99, 133, 171, 84, 79, 59, 62, 155, 78, 134, 20, 1, 51, 22, 161, 173, 46, 172, 162, 55, 148, 70, 57, 121, 86, 131, 114, 31, 72, 104, 120, 164, 127, 83, 179, 187, 7, 108, 40, 73, 144, 48, 68, 60, 190, 135, 61, 116, 106, 19, 35, 143, 180, 102, 76, 182, 117, 93, 191, 165, 23, 80, 146, 153, 42, 53, 139, 124, 64, 167, 96, 138, 132, 158, 90, 110, 82, 39, 175, 170, 66, 145, 94, 119, 130, 98, 63, 87, 32, 160, 34, 151, 77, 95, 109, 56, 113, 147, 50, 38, 15, 156, 11, 169, 185, 183, 92, 186, 107, 10, 101, 33, 4, 150, 41, 81, 89, 166, 0, 30, 54, 168, 26, 140, 74, 100, 9, 111, 126, 43, 112, 25, 88, 44, 189, 37, 178, 141, 49, 13, 29, 8, 69, 154, 45, 97, 47, 36, 75, 137, 6, 115, 188, 85, 174, 17, 142, 18, 91, 163, 157, 177, 103, 125, 71, 14, 181, 65, 184, 176, 159, 128, 152, 58, 27, 123, 67.
(903)
(904) According to the GW pattern of
(905) 113, 23, 166, 150, 133, 130, 38, 18, 71, 115, 111, 44, 135, 11, 98, 96, 67, 114, 112, 87, 146, 119, 28, 86, 120, 49, 175, 14, 30, 144, 53, 165, 162, 128, 108, 39, 116, 158, 62, 110, 83, 93, 118, 80, 88, 173, 157, 102, 177, 132, 174, 59, 106, 34, 64, 22, 4, 29, 97, 155, 109, 9, 107, 92, 36, 24, 161, 50, 21, 137, 17, 43, 58, 124, 31, 37, 172, 100, 178, 129, 79, 160, 167, 32, 181, 154, 7, 183, 90, 54, 68, 191, 156, 104, 147, 10, 65, 81, 134, 169, 142, 57, 171, 78, 48, 47, 5, 40, 46, 51, 151, 77, 1, 72, 164, 152, 70, 141, 2, 89, 13, 182, 85, 52, 41, 66, 75, 63, 185, 148, 179, 138, 61, 73, 180, 189, 76, 84, 8, 27, 184, 105, 42, 69, 153, 188, 19, 131, 121, 26, 159, 45, 16, 186, 25, 176, 82, 103, 163, 99, 101, 122, 187, 20, 136, 126, 168, 145, 6, 91, 55, 117, 35, 56, 143, 140, 190, 125, 127, 74, 95, 94, 12, 149, 33, 0, 139, 3, 123, 170, 15, 60.
(906)
(907) According to the GW pattern of
(908) 131, 148, 141, 17, 53, 138, 45, 97, 112, 111, 77, 184, 129, 135, 27, 122, 2, 123, 156, 128, 80, 116, 40, 89, 84, 41, 105, 42, 39, 187, 145, 18, 54, 44, 183, 57, 136, 13, 65, 162, 51, 178, 59, 104, 163, 70, 87, 152, 94, 126, 23, 169, 9, 179, 177, 139, 130, 38, 35, 20, 86, 180, 48, 108, 47, 133, 167, 75, 168, 25, 67, 185, 91, 165, 157, 158, 110, 127, 82, 58, 50, 64, 76, 31, 159, 8, 79, 78, 146, 71, 69, 3, 36, 155, 160, 21, 29, 49, 28, 150, 81, 154, 149, 182, 24, 30, 72, 109, 173, 33, 113, 43, 55, 189, 132, 176, 120, 172, 166, 143, 90, 125, 7, 5, 66, 12, 98, 83, 10, 62, 11, 175, 85, 0, 63, 181, 188, 74, 171, 117, 106, 61, 153, 174, 147, 93, 190, 34, 142, 100, 6, 1, 140, 191, 161, 19, 151, 14, 73, 99, 121, 119, 92, 95, 115, 118, 186, 60, 144, 22, 32, 52, 164, 15, 88, 46, 114, 101, 124, 26, 96, 4, 107, 103, 16, 37, 102, 56, 170, 68, 134, 137.
(909)
(910) According to the GW pattern of
(911) 93, 61, 37, 170, 63, 60, 135, 5, 158, 47, 65, 179, 76, 182, 72, 20, 104, 7, 181, 11, 117, 152, 184, 172, 143, 92, 109, 177, 191, 119, 132, 1, 98, 10, 148, 35, 126, 9, 18, 70, 190, 38, 66, 54, 62, 122, 100, 3, 2, 189, 144, 153, 165, 14, 154, 44, 161, 113, 147, 12, 90, 167, 112, 34, 39, 139, 142, 41, 159, 149, 82, 131, 88, 106, 138, 105, 55, 163, 71, 168, 80, 96, 108, 40, 50, 25, 114, 79, 103, 141, 151, 69, 74, 110, 36, 24, 67, 145, 26, 8, 56, 180, 13, 17, 134, 28, 129, 185, 85, 121, 137, 136, 68, 86, 188, 0, 124, 120, 127, 32, 94, 83, 133, 97, 31, 58, 33, 57, 166, 162, 183, 186, 81, 111, 19, 107, 155, 42, 84, 6, 43, 130, 48, 123, 64, 78, 53, 173, 95, 75, 45, 174, 178, 160, 15, 187, 102, 23, 150, 156, 101, 99, 91, 157, 128, 175, 59, 125, 22, 46, 115, 164, 52, 16, 21, 30, 176, 146, 51, 116, 87, 140, 77, 73, 89, 169, 4, 171, 27, 49, 29, 118.
(912) The first to 45 Examples of the GW pattern for the LDPC code with a code length N of 69120 bits can be applied to any combination of the LDPC code with a code length N of 69120 bits and an arbitrary encoding rate r, an arbitrary modulation scheme, and an arbitrary constellation.
(913) However, for the group-wise interleaving, the error rate can be further improved for each combination by setting the GW pattern to be applied to a combination of the code length N of the LDPC code, the encoding rate r of the LDPC code, the modulation scheme, and the constellation.
(914) The GW pattern of
(915) The GW pattern of
(916) The GW pattern of
(917) The GW pattern of
(918) The GW pattern of
(919) The GW pattern of
(920) The GW pattern of
(921) The GW pattern of
(922) The GW pattern of
(923) The GW pattern of
(924) The GW pattern of
(925) The GW pattern of
(926) The GW pattern of
(927) The GW pattern of
(928) The GW pattern of
(929) The GW pattern of
(930) The GW pattern of
(931) The GW pattern of
(932) The GW pattern of
(933) The GW pattern of
(934) The GW pattern of
(935) The GW pattern of
(936) The GW pattern of
(937) The GW pattern of
(938) The GW pattern of
(939) The GW pattern of
(940) The GW pattern of
(941) The GW pattern of
(942) The GW pattern of
(943) The GW pattern of
(944) The GW pattern of
(945) The GW pattern of
(946) The GW pattern of
(947) The GW pattern of
(948) The GW pattern of
(949) The GW pattern of
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(992) <Configuration Example of Reception Device 12>
(993)
(994) An OFDM processing unit (OFDM operation) 151 receives an OFDM signal from the transmission device 11 (
(995) The frame management unit 152 processes (frames interprets) a frame configured with the data supplied from the OFDM processing unit 151 and supplies a signal of target data obtained as a result thereof and a signal of control data to frequency deinterleavers 161 and 153, respectively.
(996) The frequency deinterleaver 153 performs frequency deinterleaving in units of a symbol on the data from the frame management unit 152 and supplies the data obtained as a result thereof to a demapper 154.
(997) The demapper 154 performs demapping (decoding of the arrangement of signal points) and quadrature demodulation on the data (data on the constellation) from the frequency deinterleaver 153 on the basis of the arrangement (constellation) of the signal points determined by the quadrature modulation performed on the transmission device 11 side and supplies the data ((the likelihood of) the LDPC code) obtained as a result thereof to an LDPC decoder 155.
(998) The LDPC decoder 155 performs LDPC decoding on the LDPC code from the demapper 154 and supplies the LDPC target data (herein, BCH code) obtained as a result thereof to a BCH decoder 156.
(999) The BCH decoder 156 performs BCH decoding on the LDPC target data from the LDPC decoder 155 and outputs a control data (signaling) obtained as a result.
(1000) On the other hand, the frequency deinterleaver 161 performs frequency deinterleaving in units of a symbol on the data from the frame management unit 152 and supplies the data obtained as a result thereof to an SISO/MISO decoder 162.
(1001) The SISO/MISO decoder 162 performs space-time decoding on the data from the frequency deinterleaver 161 and supplies the data obtained as a result thereof to a time deinterleaver 163.
(1002) The time deinterleaver 163 performs time deinterleaving in units of a symbol on the data from the SISO/MISO decoder 162 and supplies the data obtained as a result thereof to a demapper 164.
(1003) The demapper 164 performs demapping (decoding of the arrangement of signal points) and quadrature demodulation on the data (data on the constellation) from the time deinterleaver 163 on the basis of the arrangement (constellation) of the signal points determined by the quadrature modulation performed on the transmission device 11 side and supplies the data obtained as a result thereof to a bit deinterleaver 165.
(1004) The bit deinterleaver 165 performs bit deinterleaving on the data from the demapper 164 and supplies (the likelihood of) the LDPC code that is the data after the bit deinterleaving to an LDPC decoder 166.
(1005) The LDPC decoder 166 performs LDPC decoding on the LDPC code from the bit deinterleaver 165 and supplies the LDPC target data (here, the BCH code) obtained as a result thereof to a BCH decoder 167.
(1006) The BCH decoder 167 performs BCH decoding on the LDPC target data from the LDPC decoder 155 and supplies the data obtained as a result thereof to a BB descrambler 168.
(1007) The BB descrambler 168 performs BB descrambling on the data from the BCH decoder 167 and supplies the data obtained a result thereof to a null deletion unit 169.
(1008) The null deletion unit 169 deletes the null inserted in the padder 112 of
(1009) The demultiplexer 170 separates each of one or more streams (target data) multiplexed into the data from the null deletion unit 169, performs necessary processing, and outputs the data obtained as a result thereof as an output stream.
(1010) In addition, the reception device 12 can be configured without providing a portion of the blocks illustrated in
(1011) <Configuration Example of Bit Deinterleaver 165>
(1012)
(1013) The bit deinterleaver 165 includes a block deinterleaver 54 and a group-wise deinterleaver 55, and performs (bit) deinterleaving of symbol bits of symbols that are data from the demapper 164 (
(1014) That is, the block deinterleaver 54 performs block deinterleaving (reverse processing of block interleaving) corresponding to the block interleaving performed by the block interleaver 25 of
(1015) The group-wise deinterleaver 55 performs group-wise deinterleaving (a reverse process of the group-wise interleaving) corresponding to the group-wise interleaving performed by the group-wise interleaver 24 of
(1016) Herein, in a case where the parity interleaving, the group-wise interleaving, and the block interleaving are performed on the LDPC code supplied from the demapper 164 to the bit deinterleaver 165, the bit deinterleaver 165 can perform all of the parity deinterleaving (a reverse process of the parity interleaving, that is, the parity deinterleaving to return the code bits of the LDPC code rearranged by the parity interleaving to the original arrangement) corresponding to the parity interleaving, the block deinterleaving corresponding to the block interleaving, and the group-wise deinterleaving corresponding to the group-wise interleaving.
(1017) However, in the bit deinterleaver 165 of
(1018) Therefore, an LDPC code on which the block deinterleaving and the group-wise deinterleaving are performed and the parity deinterleaving is not performed is supplied from the bit deinterleaver 165 (group-wise deinterleaver 55) to the LDPC decoder 166.
(1019) The LDPC decoder 166 performs the LDPC decoding on the LDPC code from the bit deinterleaver 165 by using the transformed check matrix obtained by performing at least the column permutation corresponding to the parity interleaving on the check matrix H of the type-B scheme used by the LDPC encoder 115 of
(1020)
(1021) In step S111, the demapper 164 performs demapping and quadrature demodulation on the data (data on the constellation mapped to the signal point) from the time deinterleaver 163 and supplies the data obtained as a result thereof to the bit deinterleaver 165, and the process proceeds to step S112.
(1022) In step S112, the bit deinterleaver 165 performs the deinterleaving (bit deinterleaving) on the data from the demapper 164, and the process proceeds to step S113.
(1023) That is, in step S112, in the bit deinterleaver 165, the block deinterleaver 54 performs the block deinterleaving on the data (symbols) from the demapper 164 and supplies the code bits of the LDPC code obtained as a result thereof to the group-wise deinterleaver 55.
(1024) The group-wise deinterleaver 55 performs the group-wise deinterleaving on the LDPC code from the block deinterleaver 54 and supplies (the likelihood of) the resulting LDPC code to the LDPC decoder 166.
(1025) In step S113, the LDPC decoder 166 performs LDPC decoding on the LDPC code from the group-wise deinterleaver 55 by using the check matrix H used in the LDPC encoding by the LDPC encoder 115 of
(1026) In addition, in
(1027) In addition, in a case where the group-wise interleaving is not performed in the transmission device 11, the reception device 12 can be configured without providing the group-wise deinterleaver 55 for performing the group-wise deinterleaving.
(1028) <LDPC Decoding>
(1029) The LDPC decoding performed by the LDPC decoder 166 of
(1030) The LDPC decoder 166 in
(1031) Herein, LDPC decoding that can refrain an operating frequency to a sufficiently feasible range while suppressing the circuit scale by performing the LDPC decoding by using a transformed check matrix, has been proposed previously (for example, refer to U.S. Pat. No. 4,224,777).
(1032) Therefore, first, the LDPC decoding using the transformed check matrix, which has been previously proposed, will be described with reference to
(1033)
(1034) Note that, in
(1035) In the check matrix H of
(1036)
Row Permutation:(6s+t+1)-th Row.fwdarw.(5t+s+1)-th Row (11)
Column Permutation:(6x+y+61)-th Column.fwdarw.(5y+x+61)-th Column (12)
(1037) However, in Formulas (11) and (12), s, t, x, and y are integers in the ranges of 0≤s<5, 0≤t<6, 0≤x<5, and 0≤t<6, respectively.
(1038) According to the row permutation of Formula (11), permutation is performed such that the 1st, 7th, 13th, 19th and 25th rows of which the remainders of division by 6 are 1 become the 1st, 2nd, 3rd, 4th, and 5th rows, respectively, and the 2nd, 8th, 14th, 20th, and 26th rows of which the remainders of division by 6 are 2 become 6th, 7th, 8th, 9th, and 10th rows, respectively.
(1039) In addition, according to the column permutation of Formula (12), permutation is performed such that, for the 61st and subsequent columns (parity matrix), the 61st, 67th, 73rd, 79th, and 85th columns of which the remainders of division by 6 are 1 become the 61st, 62nd, 63rd, 64th, and 65th columns, respectively, and the 62nd, 68th, 74th, 80th, and 86th columns of which the remainders of division by 6 are 2 become the 66th, 67th, 68th, 69th, and 70, respectively.
(1040) Thus, the matrix obtained by performing row permutation and column permutation on the check matrix H of
(1041) Herein, the row permutation of the check matrix H does not affect the arrangement of code bits of the LDPC code.
(1042) In addition, the column permutation of Formula (12) corresponds to the parity interleaving when the information length K is set to 60, the unit size P is set to 5, and the divisor q (=M/P) of the parity length M (herein, 30) is set to 6 in the above-described parity interleaving in which the (K+qx+y+1)-th code bit is interleaved at the position of the (K+Py+x+1)-th code bit.
(1043) Therefore, the check matrix H′ of
(1044) By multiplying the LDPC code of the original check matrix H of
(1045) From the above description, the transformed check matrix H′ of
(1046) Therefore, by performing the column permutation of Formula (12) on the LDPC code c of original check matrix H, decoding (LDPC decoding) the LDPC code c′ after the column permutation by using the transformed check matrix H′ of
(1047)
(1048) In
(1049) The transformed check matrix H′ of
(1050) For the decoding of the LDPC code of the check matrix indicated by a P×P configuration matrix, an architecture that simultaneously performs P check node operations and variable node operations can be used.
(1051)
(1052) That is,
(1053) The decoding device illustrated in
(1054) First, a method of storing data in the branch data storage memories 300 and 304 will be described.
(1055) The branch data storage memory 300 includes six FIFOs 300.sub.1 to 300.sub.6 of which the number is obtained by dividing the number 30 of rows of the transformed check matrix H′ of
(1056) The FIFO 300.sub.1 stores the data (message v.sub.i from the variable node) corresponding to the positions of 1's in the first to fifth rows of the transformed check matrix H′ in
(1057) The FIFO 300.sub.2 stores the data corresponding to the positions of 1's in the 6th to 10th rows of the transformed check matrix H′ of
(1058) That is, for a configuration matrix having a weight of 2 or more, when the configuration matrix is represented in the form of a sum of a plurality of matrices among P×P unit matrices having a weight of 1, quasi-unit matrices in which one or more of the elements of 1 's of the unit matrix becomes 0, or shift matrices obtained by cyclically shifting the unit matrix or the quasi-unit matrix, the data (messages corresponding to branches belonging to the unit matrices, the quasi-unit matrices, or the shift matrices) corresponding to the positions of 1's of the unit matrices having a weight of 1, the quasi-unit matrices, or the shift matrices are stored in the same address (the same FIFO among the FIFOs 300.sub.1 to 300.sub.6).
(1059) Hereinafter, the third to ninth stage storage areas also store the data in association with the transformed check matrix H′.
(1060) Similarly, the FIFOs 300.sub.3 to 300.sub.6 store the data in association with the transformed check matrix H′.
(1061) The branch data storage memory 304 includes 18 FIFOs 304.sub.1 to 304.sub.18 of which the number is obtained by dividing the number 90 of columns of the transformed check matrix H′ by the number 5 of columns (unit size P) of the configuration matrix. The FIFO 304.sub.x (x=1, 2, . . . , 18) includes a plurality of storage areas, and for each stage storage areas, messages corresponding to five branches of which the number is the number of rows and the number of columns of the configuration matrix (unit size P) can be read and written simultaneously.
(1062) The FIFO 304.sub.1 stores the data (message u.sub.j from the check node) corresponding to the positions of 1's in the first to fifth columns of the transformed check matrix H′ of
(1063) That is, for a configuration matrix having a weight of 2 or more, when the configuration matrix is represented in the form of a sum of a plurality of matrices among P×P unit matrices having a weight of 1, quasi-unit matrices in which one or more of the elements of 1's of the unit matrix becomes 0, or shift matrices obtained by cyclically shifting the unit matrix or the quasi-unit matrix, the data (messages corresponding to branches belonging to the unit matrices, the quasi-unit matrices, or the shift matrices) corresponding to the positions of 1's of the unit matrices having a weight of 1, the quasi-unit matrices, or the shift matrices are stored in the same address (the same FIFO among the FIFOs 304.sub.1 to 304.sub.18).
(1064) Hereinafter, the fourth and fifth stage storage areas also store the data in association with the transformed check matrix H′. The number of stages of the storage areas of the FIFO 304.sub.1 is 5, which is the maximum number of 1's (Hamming weights) in the row direction in the first to fifth columns of the transformed check matrix H′.
(1065) Similarly, the FIFOs 304.sub.2 and 304.sub.3 also store the data in association with the transformed check matrix H′, and each has a length (number of stages) of 5. Similarly, the FIFOs 304.sub.4 to 304.sub.12 also store the data in association with the transformed check matrix H′, and each has a length of 3. Similarly, the FIFOs 304.sub.13 to 304.sub.18 also store the data in association with the transformed check matrix H′, and each has a length of 2.
(1066) Next, the operations of the decoding device in
(1067) The branch data storage memory 300 includes six FIFOs 300.sub.1 to 300.sub.6 and selects the FIFOs for storing the data from the FIFOs 300.sub.1 to 300.sub.6 according to information (matrix data) D312 on which rows of the transformed check matrix H′ of
(1068) The selector 301 selects five messages from the FIFO, from which the data is currently being read, among the FIFOs 300.sub.1 to 300.sub.6 according to the selection signal D301 and supplies the messages as the messages D302 to the check node calculation unit 302.
(1069) The check node calculation unit 302 includes five check node calculators 302.sub.1 to 302.sub.5, and The check node calculation unit 302 performs the check node operation by using messages D302 (D302.sub.1 to D302.sub.5) (messages v.sub.i of Formula (7)) supplied through the selector 301 according to Formula (7) and supplies five messages D303 (D303.sub.1 to D303.sub.5) (messages u.sub.j of Formula (7)) obtained as a result of the check node operation to the cyclic shift circuit 303.
(1070) The cyclic shift circuit 303 cyclically shifts the five messages D303.sub.1 to D303.sub.5 obtained by the check node calculation unit 302 on the basis of information (matrix data) D305 as to which times of cyclically shifting are performed on the unit matrix (or quasi-unit matrix) in the transformed check matrix H′ in which corresponding branches are original and supplies messages D304 obtained as a result thereof to the branch data storage memory 304.
(1071) The branch data storage memory 304 includes 18 FIFOs 304.sub.1 to 304.sub.18 and selects the FIFOs for storing the data from the FIFOs 304.sub.1 to 304.sub.18 according to the information D305 on which rows of the transformed check matrix H′ the five messages D304 supplied from the cyclic shift circuit 303 in the previous stage belong to and collectively and sequentially stores the five messages D304 in the selected FIFOs. In addition, when reading the data, the branch data storage memory 304 sequentially reads five messages D3061 from the FIFO 304.sub.1 and supplies the messages to the selector 305 of the next stage. The branch data storage memory 304 sequentially reads the messages from the FIFOs 304.sub.2 to 304.sub.18 and supplies the messages to the selector 305 after the end of the reading of the data from the FIFO 304.sub.1.
(1072) The selector 305 selects five messages from the FIFO from which the data is currently being read, among the FIFOs 304.sub.1 to 304.sub.18 according to the selection signal D307 and supplies the messages as messages D308 to the variable node calculation unit 307 and the decoded word calculation unit 309.
(1073) On the other hand, the received data rearrangement unit 310 rearranges the LDPC code D313 corresponding to the check matrix H of
(1074) The variable node calculation unit 307 includes five variable node calculation units 3071 to 3075 and performs the variable node operation according to Formula (1) by using the messages D308 (D308.sub.1 to D308.sub.5) (messages u.sub.j of Formula (1)) supplied through the selector 305 and the five reception values D309 (the reception values u.sub.0i of Formula (1)) supplied from the received data memory 306 and supplies the messages D310 (D310.sub.1 to D310.sub.5) obtained as a result of the operation (messages v.sub.i of Formula (1)) to the cyclic shift circuit 308.
(1075) The cyclic shift circuit 308 cyclically shifts the messages D310.sub.1 to D310.sub.5 calculated by the variable node calculation unit 307 on the basis of information as to which times of cyclically shifting are performed on the unit matrix (or quasi-unit matrix) in the transformed check matrix H′ in which corresponding branches are original and supplies messages D311 obtained as a result thereof to the branch data storage memory 300.
(1076) By one cycle of the above operations, one decoding (variable node operation and check node operation) of the LDPC code can be performed. After the decoding the LDPC code a predetermined number of times, the decoding device of
(1077) That is, the decoded word calculation unit 309 includes five decoded word calculators 309.sub.1 to 309.sub.5, and the decoded word calculation unit 309 calculates the decoding result (decoded word) on the basis of Formula (5) as the final stage of multiple times of decoding by using the five messages D308 (D308.sub.1 to D308.sub.5) (messages u.sub.j of Formula (5)) output from the selector 305 and the five reception values D309 (reception values u.sub.0i of Formula (5)) supplied from the received data memory 306 and supplies a decoded data D315 obtained as a result thereof to the decoded data rearrangement unit 311.
(1078) The decoded data rearrangement unit 311 rearranges the order by performing reverse permutation of the column permutation of Formula (12) on the decoded data D315 supplied from the decoded word calculation unit 309 and outputs the final decoding result D316.
(1079) As described above, by performing one or both of the row permutation and the column permutation on the check matrix (original check matrix) to be converted into a check matrix (transformed check matrix) that can be represented by a combination of P×P unit matrices, quasi-unit matrices in which one or more of the elements of 1's of the unit matrix becomes 0, shift matrices obtained by cyclically shifting the unit matrix or the quasi-unit matrix, sum matrices, each of which is a sum of a plurality of the unit matrices, the quasi-unit matrices, or the shift matrices, and P×P zero matrices, that is, a combination of configuration matrices, it is possible to adopt an architecture in which P check node operations and P variable node operations are simultaneously performed with the number P being smaller than the number of rows or the number of columns of the check matrix for the decoding of the LDPC code. In the case of adopting an architecture in which P node operations (check node operations and variable node operations) are simultaneously performed with the number P of node operations being smaller than the number of rows or the number of columns of the check matrix, as compared with the case of simultaneously performing the node operations of which the number is equal to the number of rows or the number columns of the check matrix, it is possible to perform a large number of times of repetition of the decoding while refraining an operating frequency within a feasible range.
(1080) For example, similarly to the decoding device of
(1081) That is, for simplifying the description, if the check matrix of the LDPC code output from the LDPC encoder 115 constituting the transmission device 11 of
(1082) Since this parity interleaving corresponds to the column permutation of Formula (12) as described above, the LDPC decoder 166 does not need to perform the column permutation of Formula (12).
(1083) For this reason, in the reception device 12 of
(1084) That is,
(1085) In
(1086) As described above, since the LDPC decoder 166 can be configured without providing the received data rearrangement unit 310, the size can be reduced compared with the decoding device in
(1087) In addition, in
(1088) That is, in the transmission device 11 of
(1089) In addition, after the decoding of the LDPC code in the LDPC decoder 166, in a case where the portion of the parity of the decoding result is unnecessary and only the information bit of the decoding result is output, the LDPC decoder 166 can be configured without the decoded data rearrangement unit 311.
(1090) <Configuration Example of Block Deinterleaver 54>
(1091)
(1092) In the block deinterleaving, the arrangement of code bits of the LDPC code is returned (restored) to the original arrangement by performing processing reverse to the block interleaving of the block interleaver 25 described with reference to
(1093) That is, in the block deinterleaving, for example, similarly to the block interleaving, the arrangement of the LDPC code is returned to the original arrangement by writing and reading the LDPC code with respect to m columns equal to the bit number m of the symbol.
(1094) However, in the block deinterleaving, the writing of the LDPC code is performed in the order of the reading of the LDPC code in the block interleaving. Furthermore, in the block deinterleaving, the reading of the LDPC code is performed in the order of the writing of the LDPC code in the block interleaving.
(1095) That is, for the Part 1 of the LDPC code, as illustrated in
(1096) The writing of the Part 1 in units of m bits is sequentially performed toward the lower row of the m columns, and if the writing of the Part 1 is ended, as illustrated in
(1097) If the reading up to the rightmost column is ended, as illustrated in
(1098) If the reading of the Part 1 of the LDPC code of one code word is ended, with respect to the Part 2 which are configured with m-bit symbol units, the m-bit symbol units are sequentially concatenated after the Part 1, so that the LDPC code of the symbol units is returned to an arrangement of code bits of the original LDPC code of one code word (LDCP code before the block interleaving).
(1099) <Another Configuration Example of Bit Deinterleaver 165>
(1100)
(1101) Note that, in the figure, the portions corresponding to the case of
(1102) That is, the bit deinterleaver 165 of
(1103) In
(1104) That is, the block deinterleaver 54 performs block deinterleaving (reverse processing of block interleaving) corresponding to the block interleaving performed by the block interleaver 25 of the transmission device 11 on the LDPC code from the demapper 164, that is, performs returning the positions of the code bits replaced by the block interleaving to the original positions and supplies the LDPC code obtained as the result to the group-wise deinterleaver 55.
(1105) The group-wise deinterleaver 55 performs group-wise deinterleaving corresponding to the group-wise interleaving as rearrangement processing performed by the group-wise interleaver 24 of the transmission device 11 on the LDPC code from the block deinterleaver 54.
(1106) The LDPC code obtained as a result of the group-wise deinterleaving is supplied from the group-wise deinterleaver 55 to the parity deinterleaver 1011.
(1107) The parity deinterleaver 1011 performs parity deinterleaving (reverse processing of parity interleaving) corresponding to the parity interleaving performed by the parity interleaver 2 3 of the transmission device 11 on the code bits after the group-wise deinterleaving in the group-wise deinterleaver 55, that is, performs parity deinterleaving to return the code bits of the LDPC code rearranged by the parity interleaving to the original code bits.
(1108) The LDPC code obtained as a result of the parity deinterleaving is supplied from the parity deinterleaver 1011 to the LDPC decoder 166.
(1109) Therefore, in the bit deinterleaver 165 of
(1110) The LDPC decoder 166 performs the LDPC decoding of the LDPC code from the bit deinterleaver 165 by using the check matrix H used by the LDPC encoder 115 of the transmission device 11 for the LDPC encoding.
(1111) That is, for the type-B scheme, the LDPC decoder 166 performs the LDPC decoding of the LDPC code from the bit deinterleaver 165 by using the check matrix H itself (of the type-B scheme) used for the LDPC encoding by the LDPC encoder 115 of the transmission device 11 or the transformed check matrix obtained by performing at least the column permutation corresponding to the parity interleaving on the check matrix H. In addition, for the type-A scheme, the LDPC decoder 166 performs the LDPC decoding of the LDPC code from the bit deinterleaver 165 by using the check matrix (
(1112) Herein, in
(1113) In addition, in a case where the LDPC decoder 166 performs the LDPC decoding of the LDPC codes by using the transformed check matrix obtained by performing at least the column permutation corresponding to the parity interleaving on the check matrix H of the type-B scheme used for the LDPC encoding by the LDPC encoder 115 of the transmission device 11 or the transformed check matrix (
(1114) Note that, in
(1115) <Example of Configuration of Reception System>
(1116)
(1117) In
(1118) The acquisition unit 1101 acquires a signal including an LDPC code obtained by performing at least LDPC encoding on an LDPC target data such as an image data and an audio data of a program via a transmission line (communication line) (not illustrated) of, for example, a terrestrial digital broadcast, a satellite digital broadcast, a CATV network, the Internet, other networks, or the like and supplies the signal to the transmission-line decoding processing unit 1102.
(1119) Herein, in a case where the signal acquired by the acquisition unit 1101 is broadcasted from, for example, a broadcasting station via terrestrial wave lines, satellite waves, cable television (CATV) networks, or the like, the acquisition unit 1101 may be configured with a tuner, a set-top box (STB), or the like. In addition, in a case where the signal acquired by the acquisition unit 1101 is transmitted from, for example, the web server by multicast such as internet protocol television (IPTV), the acquisition unit 1101 may be configured with a network interface (I/F) of, for example, a network interface card (NIC) or the like.
(1120) The transmission-line decoding processing unit 1102 corresponds to the reception device 12. The transmission-line decoding processing unit 1102 performs transmission-line decoding processing including at least processing for correcting an error occurring in the transmission line on the signal acquired by the acquisition unit 1101 via the transmission line and supplies a signal obtained as a result thereof to the information-source decoding processing unit 1103.
(1121) That is, the signal acquired by the acquisition unit 1101 via the transmission line is a signal obtained by performing at least error correction coding for correcting an error occurring in the transmission line, and the transmission-line decoding processing unit 1102 performs, for example, transmission-line decoding processing such as error correction processing on such a signal.
(1122) Herein, as the error correction coding, for example, there are LDPC encoding, BCH encoding, and the like. Herein, at least the LDPC encoding is performed as the error correction coding.
(1123) In addition, the transmission-line decoding processing may include demodulation of a modulated signal and the like.
(1124) The information-source decoding processing unit 1103 performs information-source decoding processing including at least processing of decompressing compressed information into original information on the signal on which the transmission-line decoding processing has been performed.
(1125) That is, in some cases, in order to reduce the amount of data such as an image and an audio as information, compression encoding for compressing the information may be performed on the signal acquired by the acquisition unit 1101 via the transmission line. In this case, the information-source decoding processing unit 1103 performs information-source decoding processing such as processing (decompression processing) of decompressing compressed information into original information on the signal on which the transmission-line decoding processing has been performed.
(1126) In addition, in a case where the compression encoding is not performed on the signal acquired by the acquisition unit 1101 via the transmission line, the information-source decoding processing unit 1103 performs the decompressing process on the compressed information to the original information.
(1127) Herein, as the decompression process, for example, there are MPEG decoding and the like. In addition to the decompression processing, the transmission-line decoding processing may include descrambling and the like.
(1128) In the reception system configured as described above, in the acquisition unit 1101, for example, the compression encoding such as MPEG encoding is performed on the data such as an image and an audio, and in addition, the signal formed by performing the error correction coding such as LDPC encoding is acquired via the transmission line and supplied to the transmission-line decoding processing unit 1102.
(1129) In the transmission-line decoding processing unit 1102, for example, processing similar to that performed by the reception device 12 or the like is performed as transmission-line decoding processing on the signal from the acquisition unit 1101, and a signal obtained as a result thereof is supplied to the information-source decoding processing unit 1103.
(1130) In the information-source decoding processing unit 1103, information-source decoding processing such as MPEG decoding is performed on the signal from the transmission-line decoding processing unit 1102, and an image or an audio obtained as a result thereof is output.
(1131) The reception system of
(1132) In addition, each of the acquisition unit 1101, the transmission-line decoding processing unit 1102, and the information-source decoding processing unit 1103 is configured as one independent device (hardware (integrated circuit (IC) or the like) or software module).
(1133) In addition, for the acquisition unit 1101, the transmission-line decoding processing unit 1102, and the information-source decoding processing unit 1103, a set of the acquisition unit 1101 and the transmission-line decoding processing unit 1102, a set of the transmission-line decoding processing unit 1102 and the information-source decoding processing unit 1103, and a set of the acquisition unit 1101, the transmission-line decoding processing unit 1102, and the information-source decoding processing unit 1103 can be configured as one independent device.
(1134)
(1135) In addition, in the figure, the portions corresponding to those of the case of
(1136) The reception system of
(1137) The output unit 1111 is, for example, a display device for displaying an image or a speaker for outputting an audio and outputs an image, an audio, or the like as a signal output from the information-source decoding processing unit 1103. That is, the output unit 1111 displays an image or outputs an audio.
(1138) The reception system of
(1139) In addition, in a case where compression encoding is not performed on the signal acquired by the acquisition unit 1101, the signal output from the transmission-line decoding processing unit 1102 is supplied to the output unit 1111.
(1140)
(1141) In addition, in the figure, the portions corresponding to those of the case of
(1142) The reception system of
(1143) However, the reception system of
(1144) The recording unit 1121 records a signal (for example, a TS packet of TS of MPEG) output by the transmission-line decoding processing unit 1102 on a recording (storage) medium such as an optical disk, a hard disk (magnetic disk), or a flash memory.
(1145) The reception system of
(1146) In addition, in
(1147) <One Embodiment of Computer>
(1148) Next, a series of processes described above can be performed by hardware or software. In a case where the series of processes are performed by software, a program constituting the software is installed in a general-purpose computer or the like.
(1149) Thus,
(1150) The program can be recorded in advance in a hard disk 705 or a ROM 703 as a recording medium built in the computer.
(1151) Alternatively, the program can be temporarily or permanently stored (recorded) in a removable recording medium 711 such as a flexible disc, a compact disc read only memory (CD-ROM), a magneto optical disc (MO), a digital versatile disc (DVD), a magnetic disc, or a semiconductor memory. Such removable recording medium 711 can be provided as so-called package software.
(1152) Note that, besides the program that is installed on the computer from the removable recording medium 711 as described above, the program may be wirelessly transferred from a download site to the computer via an artificial satellite for digital satellite broadcasting or may be transferred by wire to the computer via a network such as a local area network (LAN) or the Internet, and the computer can receive the program transferred as such by the communication unit 708 and install the program in the built-in hard disk 705.
(1153) The computer incorporates a central processing unit (CPU) 702. An input/output interface 710 is connected to the CPU 702 via a bus 701. When a command of operating an input unit 707 including a keyboard, a mouse, a microphone, and the like is input by the user via the input/output interface 710, the CPU 702 executes a program stored in the read only memory (ROM) 703 according to the command. Alternatively, in addition, the CPU 702 loads a program stored in the hard disk 705, a program transferred from a satellite or a network, received by the communication unit 708, and installed in the hard disk 705, or a program read from the removable recording medium 711 mounted on the drive 709 and installed in the hard disk 705 to a random access memory (RAM) 704 and executes the program. Thus, the CPU 702 performs the processing according to the above-described flowchart or the processing performed by the configurations of the above-described block diagrams. Then, the CPU 702 outputs the processing result from the output unit 706 configured with a liquid crystal display (LCD), a speaker, or the like, transmits the processing result from the communication unit 708, or records the processing result on the hard disk 705 or the like, for example, via the input/output interface 710 as necessary.
(1154) Herein, in the present specification, processing steps for describing a program for causing a computer to perform various processing are not necessarily processed in time series in accordance with the order described as a flowchart, and the present invention also includes the processing (for example, parallel processing or processing by objects) to be performed in parallel or individually.
(1155) In addition, the program may be processed by one computer or may be distributed and processed by a plurality of computers. Furthermore, the program may be transferred to a remote computer for execution.
(1156) In addition, the embodiments of the present technology are not limited to the above-described embodiments, and various modifications can be made without departing from the scope of the present technology.
(1157) For example, the above-described new LDPC code (check matrix initial value table) and GW pattern can be used for a satellite line, a terrestrial wave line, a cable (wired line), and other communication lines 13 (
(1158) In addition, the effects described in this specification are only examples and not limited, and there may be other effects.
REFERENCE SIGNS LIST
(1159) 11 Transmission device 12 Reception device 23 Parity interleaver 24 Group-wise interleaver 25 Block interleaver 54 Block deinterleaver 55 Group-wise deinterleaver 111 Mode adaptation/multiplexer 112 Padder 113 BB scrambler 114 BCH encoder 115 LDPC encoder 116 Bit interleaver 117 Mapper 118 Time interleaver 119 SISO/MISO encoder 120 Frequency interleaver 121 BCH encoder 122 LDPC encoder 123 Mapper 124 Frequency interleaver 131 Frame builder & resource allocation unit 132 OFDM generation unit 151 OFDM processing unit 152 Frame management unit 153 Frequency deinterleaver 154 Demapper 155 LDPC decoder 156 BCH decoder 161 Frequency deinterleaver 162 SISO/MISO decoder 163 Time deinterleaver 164 Demapper 165 Bit deinterleaver 166 LDPC decoder 167 BCH decoder 168 BB descrambler 169 Null deletion unit 170 Demultiplexer 300 Branch data storage memory 301 Selector 302 Check node calculation unit 303 Cyclic shift circuit 304 Branch data storage memory 305 Selector 306 Received data memory 307 Variable node calculation unit 308 Cyclic shift circuit 309 Decoded word calculation unit 310 Received data rearrangement unit 311 Decoded data rearrangement unit 601 Encoding processing unit 602 Storage unit 611 Encoding rate setting unit 612 Initial value table reading unit 613 Check matrix generation unit 614 Information bit reading unit 615 Encoding parity calculation unit 616 Control unit 701 Bus 702 CPU 703 ROM 704 RAM 705 Hard disk 706 Output unit 707 Input unit 708 Communication unit 709 Drive 710 Input/output interface 711 Removable recording medium 1001 Reverse replacement unit 1002 Memory 1011 Parity deinterleaver 1101 Acquisition unit 1102 Transmission-line decoding processing unit 1103 Information-source decoding processing section 1111 Output unit 1121 Recording unit