Multiple transmitter codebook methods and devices

09729216 · 2017-08-08

Assignee

Inventors

Cpc classification

International classification

Abstract

Various communication systems may benefit from codebook methods and devices for multiple transmitters. For example, a codebook for four transmitters (4Tx) may provide further enhancement for downlink multiple-input multiple-output (DL-MIMO) systems. A method can include weighting a signal for transmission based on a precoder selected according to a feedback from a codebook, such as codebooks A, B, C, D, or E, described herein. The method can also include sending the weighted signal.

Claims

1. An apparatus, comprising: at least one processor; and at least memory including computer program code, wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to weigh a signal for transmission based on a precoder selected from a dual codebook according to a feedback, codewords of the dual codebook constructed using a product of a matrix of a first codebook and a matrix of a second codebook, the first codebook constructed according to D k [ V V ] , where k is an index, rotation matrix D as a function of θ is D = [ ∠0° ∠θ° ∠0° ∠θ° ] where θ is a design parameter and wherein the first codebook is constructed from a construction matrix V defined as V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠β - α ∠β + α ∠2β ] where α and β are design parameters; and send the weighted signal.

2. The apparatus of claim 1, wherein α and β are separated by 90 degrees.

3. The apparatus of claim 1, wherein each of α and β is selected from −135°, −45°, 45°, and 135°.

4. The apparatus of claim 1, wherein the signals are weighted to be sent as a DL-MIMO transmission.

5. The apparatus of claim 1, wherein the signals are weighted to be sent as a multi-user DL-MIMO transmission.

6. The apparatus of claim 1, wherein the apparatus comprises an access point, a base station, an eNode B or a network access element.

7. An apparatus, comprising: at least one processor; and at least memory including computer program code, wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to receive the weighted signal; and search the weighted signal based on a dual codebook, codewords of the dual codebook constructed from the product of a first codebook and a second codebook, the first codebook constructed according to D k [ V V ] , where k is an index, rotation matrix D as a function of θ is D = [ ∠0° ∠θ° ∠0° ∠θ° ] where θ is a design parameter and wherein the first codebook is constructed from a construction matrix V defined as V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠β - α ∠β + α ∠2β ] where α and β are design parameters.

8. The apparatus of claim 7, wherein α and β are separated by 90 degrees.

9. The apparatus of claim 7, wherein each of α and β is selected from −135°, −45°, 45°, and 135°.

10. The apparatus of claim 7, wherein the signals are weighted to be sent as a DL-MIMO transmission.

11. The apparatus of claim 7, wherein the signals are weighted to be sent as a multi-user DL-MIMO transmission.

12. The apparatus of claim 7, wherein the apparatus comprises a mobile phone, smart phone, laptop computer, tablet computer, smart meter, or sensor.

13. An apparatus, comprising: at least one processor; and at least memory including computer program code, wherein the at least one memory and the computer program code are configured to, with the at least one processor, cause the apparatus at least to determine a feedback signal for transmission based on a precoder selected from a dual codebook, codewords of the dual codebook constructed using a product of a matrix of a first codebook and a matrix of a second codebook, the first codebook constructed according to D k [ V V ] , where k is an index, rotation matrix D as a function of θ is D = [ ∠0° ∠θ° ∠0° ∠θ° ] where θ is a design parameter and wherein the first codebook is constructed from a construction matrix V defined as V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠β - α ∠β + α ∠2β ] , where α and β are design parameters; and send the feedback signal.

14. The apparatus of claim 13, wherein α and β are separated by 90 degrees.

15. The apparatus of claim 13, wherein each of α and β is selected from −135°, −45°, 45°, and 135°.

16. The apparatus of claim 13, wherein the signals are weighted to be sent as a DL-MIMO transmission.

17. The apparatus of claim 13, wherein the signals are weighted to be sent as a multi-user DL-MIMO transmission.

18. The apparatus of claim 13, wherein the apparatus comprises a mobile phone, smart phone, laptop computer, tablet computer, smart meter, or sensor.

Description

BRIEF DESCRIPTION OF THE DRAWINGS

(1) For proper understanding of the invention, reference should be made to the accompanying drawings, wherein:

(2) FIG. 1 illustrates reference antenna port numbering according to certain embodiments.

(3) FIG. 2 illustrates a method according to certain embodiments.

(4) FIG. 3 illustrates a system according to certain embodiments.

DETAILED DESCRIPTION

(5) According to certain embodiments, a codebook can be expressed as described below. In the following, the description focuses on codebooks of rank 1 and rank 2. This may be particularly applicable to the case where there are two receive antennas on the UE side. Nevertheless, one skilled in the art will comprehend that the described construction can also be applied to higher rank codebooks as well.

(6) According to certain embodiments, a codebook has the dual codebook structure (also referred as “double codebook structure”) as in Rel-10 8Tx codebook. For example, at each rank the final codebook is defined with two codebooks C.sub.1 and C.sub.2.

(7) C.sub.1 can be defined using two matrices, V and D. There are at least two alternatives to specify V. According to a first alternative,

(8) V = [ v 1 v 2 v 3 v 4 ] = [ 1 1 1 1 1 j ( β - α ) π 180 j ( β + α ) π 180 j2βπ 180 ] 2 × 4 or V = [ v 1 v 2 v 3 v 4 ] = [ 1 1 1 1 1 jαπ 180 j2απ 180 j3απ 180 ] 2 × 4

(9) According to a second alternative,

(10) V = [ v 1 v 2 v 3 v 4 ] = [ 1 1 1 1 - jβπ 180 - jαπ 180 jαπ 180 jβπ 180 ] 2 × 4 or V = [ v 1 v 2 v 3 v 4 ] = [ 1 1 1 1 - j3 / 2 απ 180 - j1 / 2 απ 180 j1 / 2 απ 180 j3 / 2 απ 180 ] 2 × 4 .

(11) Either one of these may be sufficient, as one alternative can be obtained from another by applying phase rotations (or beam centering) on different antennas of a base station for both channel state information (CSI) feedback and data transmission (PDSCH).

(12) D = [ 1 jπθ 180 1 jπθ 180 ]

(13) where θ,α and β are design parameters, which can be expressed as angles in degrees.

(14) Furthermore, W.sub.1 can be defined as

(15) W 1 ( k ) = D k [ V V ]

(16) And codebook 1 can thus be defined as C.sub.1={W.sub.1.sup.(0), W.sub.1.sup.(1), W.sub.1.sup.(2), . . . , W.sub.1.sup.(M−1)}, where M is a design parameter, which controls the size of C.sub.1.

(17) In summary, design parameters for codebook C.sub.1 can include θ,α,β and M.

(18) The codebook C.sub.2 can be the same as that for the 8Tx codebook in LTE Rel.-10. Thus, C.sub.2 can be defined, for rank 1, as

(19) W 2 C 2 = { 1 2 [ Y Y ] , 1 2 [ Y j Y ] , 1 2 [ Y - Y ] , 1 2 [ Y - j Y ] } , Y { e ~ 1 , e ~ 2 , e ~ 3 , e ~ 4 } .

(20) C.sub.2 can be defined, for rank 2, as

(21) 0 W 2 C 2 = { 1 2 [ Y 1 Y 2 Y 1 - Y 2 ] , 1 2 [ Y 1 Y 2 j Y 1 - j Y 2 ] } and ( Y 1 , Y 2 ) { ( e ~ 1 , e ~ 1 ) , ( e ~ 2 , e ~ 2 ) , ( e ~ 3 , e ~ 3 ) , ( e ~ 4 , e ~ 4 ) , ( e ~ 1 , e ~ 2 ) , ( e ~ 2 , e ~ 3 ) , ( e ~ 1 , e ~ 4 ) , ( e ~ 2 , e ~ 4 ) } where e ~ 1 = [ 1 0 0 0 ] , e ~ 2 = [ 0 1 0 0 ] , e ~ 3 = [ 0 0 1 0 ] , e ~ 4 = [ 0 0 0 1 ] .

(22) The design parameters for codebook C.sub.1 can include θ,α,β and M, as mentioned above. Codebooks, for C.sub.1, taking values as in the following table have been found to perform well for both closely spaced 4 transmit antennas and widely-spaced 4 transmit antennas:

(23) TABLE-US-00001 TABLE 1 Codebook (for C.sub.1) θ α β M Codebook A 22.5°    −135°    −45° 16 Codebook B 22.5° −137.8125° −53.4375° 16 Codebook C 22.5°    .sup.  45°   .sup.  135° 16 Codebook D 22.5°      135°      45° 16 Codebook E 22.5°     −45°    −135° 16

(24) Two examples are provided below, corresponding to codebooks A and B, respectively. Using new codebook A for C.sub.1, can yield

(25) D = [ 1 ∠22 .5 ° ]

(26) and a construction matrix

(27) V = [ v 1 v 2 v 3 v 4 ] = [ 1 1 1 1 ∠45° ∠135° - 135 ° - 45 ° ]

(28) where ∠45° is the angle notation for

(29) .Math. 45 180 ,
similarly for other angles.

(30) Similarly, using new codebook B for C.sub.1, can yield

(31) D = [ 1 ∠22 .5 ° ]

(32) and a construction matrix

(33) V = [ v 1 v 2 v 3 v 4 ] = [ 1 1 1 1 ∠53 .4375 ° ∠137 .8125 ° - 137.8125 ° - 53.4375 ° ]

(34) The codebooks A and C for C.sub.1 can have a construction matrix taking values from {1,−1,j,−j}.

(35) Another way to look at the LTE Rel.-10 8Tx codebook is given as follows. The codebook at each rank can be divided into 16 sub-codebooks where each sub-codebook comprises of all precoders derived from a common W.sub.1 matrix (or beam group). There can be 16 W.sub.1 matrices. The sub-codebook for W.sub.1.sup.(k) can be generated by rotating the precoding vectors of the subcodebook corresponding to W.sub.1.sup.(0) with a phase rotation matrix D.sup.k and

(36) D = [ ∠0° ∠22 .5 ° ∠45° ∠67 .5 ° ∠0° ∠22 .5 ° ∠45° ∠67 .5 ° ]

(37) The sub-codebook for W.sub.1.sup.(0) can be generated through four vectors, which are referred to as a “construction matrix” below. The four vectors can be the array response vectors corresponding to 4 directions of arrival (DoAs). Each element of the four vectors can be of unity amplitude and the phase of each element can be given below:

(38) V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠11 .25 ° ∠22 .5 ° ∠33 .75 ° ∠0° ∠22 .5 ° ∠45 .0 ° ∠67 .5 ° ∠0° ∠33 .75 ° ∠67 .5 ° ∠101 .25 ° ] .

(39) W.sub.1.sup.(k) (counting k from 0, from 0 to 15) can be given by

(40) W 1 ( k ) = D k [ V V ] 8 × 8 .

(41) Based on the above discussion, certain embodiments define a new 4Tx codebook by defining rotation matrix D as:

(42) D = [ ∠0° ∠θ° ∠0° ∠θ° ]
where θ is a design parameter and θ=22.5° is an example discussed herein.

(43) Certain embodiments also define a construction matrix as:

(44) 0 V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠β - α ∠β + α ∠2β ]

(45) where α and β are design parameters.

(46) FIG. 1 illustrates reference antenna port numbering according to certain embodiments. By observing the 8Tx reference antenna configuration (4 pairs of xpol antennas spaced at half-wavelength), and 4Tx antenna configuration (2 pairs of xpol antennas spaced at half-wavelength), one way to obtain a 4Tx codebook is through truncating or downscaling the 8Tx codebook. From the 8Tx codebook, a downscaled 4Tx codebook (denoted as “1256” below) picking rows 1/2/5/6 of W.sub.1 in the 8Tx codebook can be built with

(47) D = [ ∠0° ∠22 .5 ° ∠0° ∠22 .5 ° ]

(48) and a construction matrix

(49) V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠11 .25 ° ∠22 .5 ° ∠33 .75 ° ] ,

(50) while a downscaled 4Tx codebook (denoted as “1357” below) picking rows 1/3/5/7 of W.sub.1 in the 8Tx codebook can be defined by

(51) D = [ ∠0° ∠45° ∠0° ∠45° ]

(52) and a construction matrix

(53) V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠22 .5 ° ∠45 .0 ° ∠67 .5 ° ] ,

(54) and a downscaled 4Tx codebook (denoted as “1458” below) picking rows 1/4/5/8 of W.sub.1 in the 8Tx codebook can be defined by

(55) D = [ ∠0° ∠67 .5 ° ∠0° ∠67 .5 ° ]

(56) and a construction matrix

(57) V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠33 .75 ° ∠67 .5 ° ∠101 .25 ° ] .

(58) In terms of system throughput and cell edge UE throughput, truncation with “1357” performs better than truncation with “1256” and truncation with “1458” performs better than truncation with “1357”.

(59) As discussed herein, “1256” can denote a truncation or downscaling scheme of building 4Tx codebook by selecting rows 1/2/5/6 of the LTE Rel.10 8Tx codebook. Similarly, “1357” corresponds to selecting rows 1/3/5/7 and so forth.

(60) The performance difference between “1256”, “1357” and “1458” reveals improvement is possible over a simple downscaling of the 8Tx codebook. Thus, a class of codebooks with the following construction matrix can be considered:

(61) V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠β - α ∠β + α ∠2β ]

(62) and the codebooks given in table 1 have been found to perform well for both closely spaced 4Tx and widely-spaced 4Tx. A first such codebook, which can be obtained from the parameters of codebook C in table 1, is

(63) D = [ ∠0° ∠22 .5 ° ∠0° ∠22 .5 ° ]

(64) and a construction matrix

(65) V = [ v 1 v 2 v 3 v 4 ] = [ ∠0° ∠0° ∠0° ∠0° ∠0° ∠90° ∠180° ∠270° ]

(66) and W.sub.1 (k) is given by

(67) 0 W 1 , k = D k [ V V ] 4 × 8 ,

(68) while a second such codebook is

(69) D = [ ∠0° ∠22 .5 ° ∠0° ∠22 .5 ° ]

(70) and a construction matrix

(71) V = [ v 1 v 2 v 3 v 4 ] = [ 1 1 1 1 ∠53 .4375 ° ∠137 .8125 ° - 137.8125 ° - 53.4375 ° ]

(72) and W.sub.1 (k) is given by

(73) W 1 ( k ) = D k [ V V ] 4 × 8

(74) The first new codebook has a construction matrix taking values from {1,−1,j,−j}, whereas the second new codebook may perform better with closely spaced antennas.

(75) In Rel-10 8Tx codebook design, a grid of beams design principle was adopted. Specifically for rank 1 and rank 2, there are 16 beam groups, and within each beam group, there are 4 beams which are separated by 11.25°. Also, there are two overlapping beams between adjacent beam groups. Thus, the codebook can be constructed with a building block which consists of 4 beams and a scanning in the direction of arrival (DoA) domain at 16 angles is applied to the building block.

(76) In the design of Rel-12 4Tx codebook design, one starting point may be to downscale the Rel-10 8Tx codebook in a transparent way. To select a downscaled codebook, the following choices may be selected.

(77) First, rows 1, 2, 5, and 6 of the Rel-10 8Tx codebook, which are given by (M=16, θ=22.5°, α=11.25°), can be selected. In the following, this downscaled codebook is denoted as 1256.

(78) Next, rows 1, 3, 5, and 7 of the Rel-10 8Tx codebook, which are given by (M=16, θ=45°, α=22.5°, can be selected. In the following this downscaled codebook is denoted as 1357.

(79) Further, rows 1, 4, 5, and 8 of the Rel-10 8Tx codebook, which are given by (M=16, θ=67.5°, α=33.75°, can be selected. This downscaled codebook is equivalent to (M=16, θ=22.5°, α=33.75°, as both generate the same set of beam groups, but with different indexing. In the following, this downscaled codebook is denoted as “1458”.

(80) With the channel models specified for the 3GPP work item in 3GPP TR 36.871 V11.0.0, which is hereby incorporated herein by reference in its entirety, 1458 may outperform 1357, which in turn may outperform 1256. Moreover, a codebook defined by (M=16, θ=22.5°, α=−90° or (M=16, θ=22.5°, α=90°) may perform well.

(81) Thus, a beam separation (α) according to certain embodiments may be around 90°, given the channel models described above. One parameter in the channel model may be the angle spread at the evolved Node B (eNB). In another words, a separation of around 90° may match well with the angle spread of the experienced wireless channel.

(82) However, in certain cases a beam separation (α) at 45° may be used. For example, in certain embodiments, a rank 1 design corresponding to a beam separation (α) at 45° may be used together with a rank 2 design based on the right angle codebook, for example having a beam separation (α) of around 90°.

(83) Thus, if a user equipment (UE) prefers rank 1 transmission, it may be because the angle spread at eNB is small Thus, a small beam separation may be valued in such cases. However, when a UE prefers rank 2 transmission, it may be because the angle spread at eNB is relatively large, and a large angle spread may be valued.

(84) Accordingly, the beam granularity or beam separation (α) for the rank 1 codebook can be different from the beam granularity α for the rank 2 codebook with the following parameters. The rank 1 codebook can be a downscaled codebook from Rel-10 8Tx codebook (for example, “1256”) (M=16, θ=22.5°, α=11.25° or (M=16, θ=22.5°, α=22.5° or (M=16, θ=22.5°, α=33.75° or (M=16, θ=22.5°, α=45°.

(85) And rank 2 codebook (for example, the right angle codebook mentioned above) may be (M=16, θ=22.5°, α=90°) or (M=16, θ=22.5°, α=−90°.

(86) Alternatively, the rank 1 codebook can be the downscaled codebook from Rel-10 8Tx codebook (for example, 1256) with (M=16, θ=22.5°, α=11.25° or (M=16, θ=22.5°, α=22.5° or (M=16, θ=22.5°, α=33.75°, and the rank 2 codebook can be (M=16, θ=22.5°, α=45°) or (M=16, θ=22.5°, α=−45°.

(87) The Rel-12 4Tx codebook may be supported with feedback modes as defined in previous releases such periodic feedback modes 1-1 and 2-1. If codebook sampling is used for Rel-12 4Tx codebook as in the case of Rel-10 8Tx codebook, codebook subsampling can be conducted differently for rank 1 and rank 2.

(88) Considering the subsampling of the rank 1 or rank 2 codebook (M=16, θ=22.5°, α=90° (similarly for (M=16, θ=22.5°, α=−90°)), it can be seen that W.sub.1.sup.(k+4), W.sub.1.sup.(k+8), W.sub.1.sup.(k+12) can be obtained from W.sub.1.sup.(k) through a permutation of its columns. For example:

(89) W 1 ( k + 4 ) = W 1 ( k ) [ 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 ] .

(90) Hence the set of rank 1 precoders generated under W.sub.1.sup.(k) can be the same as under W.sub.1.sup.(k+4), W.sub.1.sup.(k+8) and W.sub.1.sup.(k+12) (just with different indexing order), the set of rank 2 precoders generated under W.sub.1.sup.(k) can contain at least 8 codewords, which are the same as those sets generated under W.sub.1.sup.(k+4), W.sub.1.sup.(k+8) and W.sub.1.sup.(k+12) (they come for (Y.sub.1, Y.sub.2) takes values {({tilde over (e)}.sub.1,{tilde over (e)}.sub.1), ({tilde over (e)}.sub.2,{tilde over (e)}.sub.2), ({tilde over (e)}.sub.3,{tilde over (e)}.sub.3), ({tilde over (e)}.sub.4,{tilde over (e)}.sub.4)} and co-phasing terms with {1, j}).

(91) Then W.sub.1.sup.(k), k=0, 1, . . . , 15 can be grouped into 4 sets with k taking value from {0,4,8,12}, {1,5,9,13}, {2,6,10,14}, {3,7,11,15}. Within each set, the same beam vectors can be used. When subsampling is necessary, it can be done in a way so each set is sampled.

(92) Then, for submode 1 in periodic feedback mode 1-1, 3 bits may, for example, be used for W.sub.1. The term k can be allowed to take values from {0,1,2,3,4,5,6,7}. In contrast, the current subsampling scheme for Rel-10 8Tx codebook allows W.sub.1 to take values from {0,2,4,6,8,10,12,14}, which would not perform well for Rel-12 4Tx codebook, as just two sets (i.e. {0,4,8,12} and {2,6,10,14}) given above are sampled. It is also possible to use 2 bits for W.sub.1. In one example, k can be allowed to take values from {0,1,2,3}.

(93) Then, for submode 2 in periodic feed mode 1-1, one codebook subsampling method for W.sub.1 can be to select sets of W.sub.1.sup.(k)s with non-overlapping beam vectors, such as {W.sub.1.sup.(0), W.sub.1.sup.(1), W.sub.1.sup.(2), W.sub.1.sup.(3)}, or {W.sub.1.sup.(4), W.sub.1.sup.(5), W.sub.1.sup.(6), W.sub.1.sup.(7)}, or {W.sub.1.sup.(2), W.sub.1.sup.(3), W.sub.1.sup.(4), W.sub.1.sup.(5)}, or the like. Consequently two bits may be enough to represent the choices of W.sub.1, and two bits may be used for choices of W.sub.2. In contrast, in the current LTE specification, for the Rel-10 8Tx codebook, 3 bits are used for W.sub.1 and 1 bit is used for W.sub.2, which may be an optimal tradeoff between W.sub.1 and W.sub.2 subsampling for the Rel-12 4Tx codebook.

(94) FIG. 2 illustrates a method according to certain embodiments. As shown in FIG. 2, a method may include, at 210, weighting a signal for transmission based on a precoder selected according to a feedback from a codebook selected from the codebooks described above, for example at table 1. The signals can be weighted to be sent as a DL-MIMO transmission, for example a multi-user DL-MIMO transmission.

(95) The method can also include, at 220, sending the weighted signal. The sending the signal can be performed by an access point device such as a base station, for example an eNode B (eNB), using an antenna array or array of antenna elements.

(96) The method can further include receiving, at 230, the weighted signal. The weighted signal can be received at a user equipment, such as a mobile phone, smart phone, laptop computer, tablet computer, smart meter, sensor, or other device.

(97) The method can additionally include searching, at 240, the signal based on one or more codebooks, including a codebook selected from codebooks described above.

(98) FIG. 3 illustrates a system according to certain embodiments of the invention. In one embodiment, a system may comprise several devices, such as, for example, access point 310 and UE 320. The system may comprise more than one UE 320 and more than one access point 310, although only one of each is shown for the purposes of illustration. The system may also involve only at least two UEs 320 or only at least two access points 310. An access point can be a base station, eNode B (eNB) or other network access element. Each of these devices may comprise at least one processor, respectively indicated as 314 and 324. At least one memory may be provided in each device, and indicated as 315 and 325, respectively. The memory may comprise computer program instructions or computer code contained therein. One or more transceiver 316 and 326 may be provided, and each device may also comprise an antenna, respectively illustrated as 317 and 327. Although only one antenna each is shown, many antennas and multiple antenna elements may be provided to each of the devices. Other configurations of these devices, for example, may be provided. For example, access point 310 and UE 320 may be additionally configured for wired communication, in addition to wireless communication, and in such a case antennas 317 and 327 may illustrate any form of communication hardware, without being limited to merely an antenna.

(99) Transceivers 316 and 326 may each, independently, be a transmitter, a receiver, or both a transmitter and a receiver, or a unit or device that may be configured both for transmission and reception.

(100) Processors 314 and 324 may be embodied by any computational or data processing device, such as a central processing unit (CPU), application specific integrated circuit (ASIC), or comparable device. The processors may be implemented as a single controller, or a plurality of controllers or processors.

(101) Memories 315 and 325 may independently be any suitable storage device, such as a non-transitory computer-readable medium. A hard disk drive (HDD), random access memory (RAM), flash memory, or other suitable memory may be used. The memories may be combined on a single integrated circuit as the processor, or may be separate therefrom. Furthermore, the computer program instructions may be stored in the memory and which may be processed by the processors can be any suitable form of computer program code, for example, a compiled or interpreted computer program written in any suitable programming language.

(102) The memory and the computer program instructions may be configured, with the processor for the particular device, to cause a hardware apparatus such as access point 310 and UE 320, to perform any of the processes described above (see, for example, FIG. 2). Therefore, in certain embodiments, a non-transitory computer-readable medium may be encoded with computer instructions that, when executed in hardware, may perform a process such as one of the processes described herein. Alternatively, certain embodiments of the invention may be performed entirely in hardware.

(103) Furthermore, although FIG. 3 illustrates a system including an access point 310 and a UE 320, embodiments of the invention may be applicable to other configurations, and configurations involving additional elements, as illustrated and discussed herein. For example, multiple user equipment devices and multiple access points may be present, or other nodes providing similar functionality, such as relay nodes that may receive data from an access point and forward the data to a UE and may implement both functionality of the UE and functionality of the access point.

(104) One having ordinary skill in the art will readily understand that the invention as discussed above may be practiced with steps in a different order, and/or with hardware elements in configurations which are different than those which are disclosed. Therefore, although the invention has been described based upon these preferred embodiments, it would be apparent to those of skill in the art that certain modifications, variations, and alternative constructions would be apparent, while remaining within the spirit and scope of the invention.

GLOSSARY

(105) 2TX Two Transmitters

(106) 4TX Four Transmitters

(107) 8TX Eight Transmitters

(108) DL-MIMO Downlink Multiple-Input Multiple-Output

(109) CSI Channel State Information

(110) UE User Equipment

(111) TM Transmission Mode

(112) CB Codebook

(113) PUSCH Physical Uplink Shared Channel

(114) CQI Channel Quality Indicator

(115) PMI Precoding Matrix Indicator

(116) DMRS Demodulation Reference Signal

(117) MU Multi-user

(118) LTE Long Term Evolution of 3GPP

(119) 3GPP Third Generation Partnership Project

(120) DoA Direction of Arrival

(121) eNB evolved Node B

(122) Rel. Release

(123) Xpol. Cross Polarization