Laser power optimization for heat assisted interlaced magnetic recording
09741363 ยท 2017-08-22
Assignee
Inventors
- Minjie Ma (Bloomington, MN, US)
- Kaizhong Gao (North Oaks, MN, US)
- Edward Gage (Lakeville, MN, US)
- Tim Rausch (Farmington, MN)
Cpc classification
G11B20/1833
PHYSICS
G11B2005/0021
PHYSICS
G11B5/012
PHYSICS
G11B2020/1222
PHYSICS
G11B20/12
PHYSICS
G11B2020/1238
PHYSICS
G11B2020/1232
PHYSICS
International classification
G11B5/02
PHYSICS
G11B5/012
PHYSICS
Abstract
A storage device disclosed herein stores data on a storage media using interlaced magnetic recording (IMR) and it includes a storage controller configured to determine power levels applied to the power source such that power levels applied to heat various tracks can be different from each other. An implementation of the storage device determines the track density, linear densities and power levels for even and odd tracks in IMR HAMR for the storage media.
Claims
1. A storage device comprising: a storage media configured to store data using interlaced magnetic recording (IMR) having at least two different track densities (kilotracks per inch (ktpi)); a power source configured to heat the storage media; and a storage device controller configured to determine power levels applied to the power source such that power levels applied to heat various tracks j of different track densities ktpi.sub.j are different from each other by: writing triple adjacent tracks at a given linear density and a given track density; determining an optimized power level for the given track density based on an observed best center track bit error rate (BER) of the triple adjacent tracks.
2. The storage device of claim 1, wherein the power source is a laser power source.
3. The storage device of claim 1, wherein the storage device controller is further configured to determine the power levels applied of the power source such that the total area density capacity (ADC) of the storage device is maximized.
4. The storage device of claim 3, wherein the storage device is further configured to determine a power level for a given track density by: if the observed best center track BER is less than a predetermined BER threshold, increasing the given track density and repeating the writing and the determining operations until the observed best center track BER is greater than the predetermined BER threshold.
5. The storage device of claim 4, wherein writing the triple adjacent tracks further comprises writing a center track first and then writing adjacent outer tracks.
6. The storage device of claim 5, further comprising finding a maximum linear density for each track density.
7. The storage device of claim 6, wherein finding the maximum linear density for each track density further comprises: at each particular track density ktpi.sub.j, writing a single track with optimized laser power for that particular track density over a range of linear density values (kilobits per inch (kbpi.sub.i,j), determining the single track BER; increasing kbpi.sub.i,j until the single track BER is greater than the predetermined BER 0.15; and increasing the ktpi.sub.j and repeating the operations of determining single track BER and increasing until ktpi.sub.j=ktpi_max.
8. The storage device of claim 3, further comprising: finding power levels for each of the different track densities ktpi.sub.j; finding a maximum linear density (kilobits per inch (kbpi_max.sub.j)) for each of the different track densities ktpi.sub.j; determining IMR track density ktpi, IMR even track linear densities kbpi, and IMR even track operating power levels; and determining IMR odd track linear densities kbpi and IMR odd track operating power levels.
9. The storage device of claim 8, further comprising determining area density capacity ADC.sub.j for each given track density ktpi.sub.j as a product of given track density ktpi.sub.j and maximum linear density kbpi_max.sub.j for the given track density ktpi.sub.j.
10. The storage device of claim 9, wherein the linear density of even track is the maximum linear density kbpi_max.sub.j where the ADC value is equal to maximum value of ADC max_ADC.sub.j.
11. The storage device of claim 8, wherein determining IMR odd track linear densities kbpi further comprises: writing an odd track with laser power of Iop.sub.n=0 and odd track linear density of kbpi.sub.m=0,n=0; writing two adjacent even tracks with IMR track density ktpi, IMR even track linear densities kbpi, and IMR even track operating power levels; increasing odd track linear density until odd track BER>BER.sub.3 and repeating the operations of writing an odd track and writing two adjacent even tracks, wherein the BER.sub.3 is a predetermined BER threshold.
12. The storage device of claim 8, wherein determining IMR odd track operating power levels further comprises: writing two background odd tracks with interval of 2*IMR track pitch with laser power of Iop.sub.n; writing an even track between the two background odd tracks with laser power of Iop.sub.n; and decreasing the laser power until even track BER>BER.sub.1 and repeating the writing of the two background odd tracks and the even track between the two background odd tracks, wherein the BER.sub.1 is a predetermined BER threshold.
13. A method comprising: determining laser power levels applied to a laser power source of a storage device storing data on storage media using interlaced storage recording (IMR) such that laser power levels applied to heat various tracks can be different from each other; by: writing triple adjacent tracks at a given linear density and a given track density; and determining an optimized power level for each of a plurality of track densities based on observed best center track bit error rate (BER) of the triple adjacent tracks.
14. The method of claim 13, wherein determining the laser power levels further comprises determining the laser power levels such that the total area density capacity (ADC) of the storage device is optimized.
15. The method of claim 13, further comprising determining a power level of a given track density by: if the observed best center track BER is less than a predetermined BER threshold, increasing the given track density and repeating the writing and the determining operations until the observed best center track BER is greater than the predetermined BER threshold.
16. The method of claim 15, wherein writing the triple adjacent tracks further comprises writing a center track first and them writing adjacent outer tracks.
17. The method of claim 16, further comprising finding a maximum linear density for each track density.
18. The method of claim 17, wherein finding the maximum linear density for each track density further comprises: at each particular track density (kilotracks per inch (ktpi.sub.j)), writing a single track with optimized laser power for that particular track density over a range of linear density values (kilobits per inch (kbpi.sub.i,j)), measuring the single track BER; increasing kbpi.sub.i,j until the single track BER is greater than the predetermined BER0.15; and increasing the ktpi and repeating the operations of determining single track BER until ktpi.sub.j=ktpi_max.
19. The method of claim 14, further comprising: finding power levels for each of the different track densities kilotracks per inch (ktpi.sub.j); finding a maximum linear density kilobits per inch (kbpi_max.sub.j) for each of the different track densities ktpi.sub.j; determining IMR track density ktpi, IMR even track linear densities kbpi, and IMR even track operating power levels; and determining IMR odd track linear densities kbpi and IMR odd track operating power levels.
20. The method of claim 19, further comprising determining area density capacity for each given track density ktpi.sub.j as a product of given track density ktpi.sub.j and maximum linear density kbpi_max.sub.j for the given track density ktpi.sub.j.
Description
BRIEF DESCRIPTIONS OF THE DRAWINGS
(1)
(2)
(3)
(4)
(5)
(6)
(7)
(8)
(9)
(10)
(11)
(12)
(13)
DETAILED DESCRIPTION
(14)
(15) The transducer head assembly 120 is mounted on an actuator assembly 109 at an end distal to an actuator axis of rotation 114. The transducer head assembly 120 flies in close proximity above the surface of the storage medium 108 during disc rotation. The actuator assembly 109 rotates during a seek operation about the actuator axis of rotation 114. The seek operation positions the transducer head assembly 120 over a target data track for read and write operations.
(16) The transducer head assembly 120 includes at least one write element (not shown) that further includes a write pole for converting a series of electrical pulses sent from a controller 106 into a series of magnetic pulses of commensurate magnitude and length. The magnetic pulses of the write pole selectively magnetize magnetic grains of the rotating magnetic media 108 as they pass below the pulsating write element.
(17) View B illustrates magnified views 114 and 116 of a same surface portion of the storage media 108 according to different write methodologies and settings of the data storage device 100. Specifically, the magnified views 114 and 116 include a number of magnetically polarized regions, also referred to herein as data bits, along the data tracks of the storage media 108. Each of the data bits (e.g., a data bit 127) represents one or more individual data bits of a same state (e.g., 1s or 0s). For example, the data bit 128 is a magnetically polarized region representing multiple bits of a first state (e.g., 000), while the adjacent data bit 127 is an oppositely polarized region representing one or more bits of a second state (e.g., a single 1). The data bits in each of the magnified views 114 and 116 are not necessarily illustrative of the actual shapes or separations of the bits within an individual system configuration.
(18) The magnified view 114 illustrates magnetic transitions recorded in a given data zone according to a conventional magnetic recording (CMR) technique. In a CMR system, all written data tracks are randomly writeable and of substantially equal width within the same data zone. However, within a different data zone, the track width may be different.
(19) According to one implementation, aspects of the disclosed technology are implemented in a CMR system to improve drive performance. In particular, certain aspects of the disclosed technology provide for directed writes to specific data tracks based on a drive or region capacity. The same or other aspects of the disclosed technology may also be implemented in non-CMR systems such as an interlaced magnetic recording (IMR) system exemplified in the magnified view 116.
(20) The IMR system shown in the magnified view 116 illustrates alternating data tracks of two different written track widths. A first series of alternating tracks (e.g., the tracks 158, 160, and 162) have a wider written track width than a second series of interlaced data tracks (e.g., 164 and 166). In one implementation, each data track of the first series of alternating data tracks (e.g., the data track 160) is written before the immediately adjacent data tracks of the second series (e.g., 164 and 166).
(21) According to one implementation, data of the second series (e.g., 164, 166) is of a lower linear density (e.g., along-track density) than data of the first series (e.g., 158, 160, and 162). Other implementations utilize more than two different linear densities to write data. The IMR technique illustrated in the magnified view 116 provides for a higher total areal density capability (ADC) with a lower observable bit error rate (BER) than CMR systems.
(22) To write new data to the magnetic storage medium 108, a storage controller 106 of the storage device 100 selects a storage location based according to a number of prioritized random access (PRA) rules. For example, the controller 106 selects storage locations for each incoming write command to systematically maximize a total number of possible random writes, to improve drive performance, etc. If the system 100 is a CMR system, the storage controller 106 may write data tracks in an order that maximizes a number of random writes on the storage medium 108. If the system 100 is an IMR system, the storage controller 106 may write to different (e.g., interlaced) data tracks on the magnetic storage medium 108 with different linear densities and written track widths.
(23) In at least one implementation, the storage medium 108 is divided radially into zones and each zone is associated with multiple linear densities and/or written track widths. For example, two or more different linear densities may be used to write data of alternating tracks within each individual radial zone. The linear densities employed in one radial zone may differ from the linear densities employed in any other radial zone of the storage medium 108.
(24) The controller 106 includes software and/or hardware, and may be implemented in any tangible computer-readable storage media within or communicatively coupled to the storage device 100. The term tangible computer-readable storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CDROM, digital versatile disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other tangible medium which can be used to store the desired information and which can be accessed by mobile device or computer. In contrast to tangible computer-readable storage media, intangible computer-readable communication signals may embody computer readable instructions, data structures, program modules or other data resident in a modulated data signal, such as a carrier wave or other signal transport mechanism. The term modulated data signal means a signal that has one or more of its characteristics set or changed in such a manner as to encode information in the signal.
(25)
(26) In
(27) In various implementations, the first plurality of alternating data tracks (e.g., 203, 205, 207, and 209) includes either exclusively even-numbered tracks or exclusively odd-numbered tracks. Tracks interlaced with the first plurality of alternating data tracks have a narrower written track width (e.g., less than W1) and, by convention, overwrite the edges of data bits stored in the immediately adjacent to data tracks of wider written width.
(28) To simplify nomenclature, the first plurality of data tracks (e.g., those tracks written with a wider bit footprint) are shown and are also referred to herein as odd-numbered or bottom data tracks. Similarly, those tracks with lower bit footprint are referred to herein as the even-numbered or top tracks. It should be understood, however, that the odd-numbered tracks may, in practice, be even-numbered tracks and vice versa. In at least one implementation, the interlaced (e.g., odd-numbered) data tracks are written with a higher linear density than the even-numbered data tracks.
(29) In one implementation, data is written to alternating data tracks in a region of the storage media 200 before any data is written to the interlaced tracks between the alternating data tracks. In
(30)
(31) In
(32) In the illustrated system, a data write to any of the interlaced (e.g., even-numbered data tracks) overwrites and effectively trims edges of adjacent odd-numbered tracks. For example, the data track 304 overwrites edges of the data tracks 303 and 305 in narrow overlap regions where the data of data tracks 303 and 505 bleeds over the natural track boundaries. Consequently, data bits of the narrow data track 304 may overwrite the right-most edges of data bits of the wider written data track 303 and the left-most edges of data bits of the wider written data track 305. Even though each of the narrow written data tracks overwrites the edge portions of data in the adjacent wider written data tracks, a readable portion of the data of the wider written tracks is retained in the center region of each of the wider written data tracks. Therefore, a bit error rate (BER) of the wider written data tracks 303 and 305 may be substantially unaltered by the data write to the data track 504.
(33) In at least one implementation, the wider written data tracks (e.g., the odd-numbered data tracks) include data stored at a higher linear density compared to the linear density of CMR tracks with same track density and written by the same writing configuration. This allows for an increase in total ADC as compared to CMR.
(34) Notably, a random re-write of the data of one of the wider written data tracks (e.g., the data track 303) may overwrite and substantially affect readability of data in adjacent even-numbered data tracks (e.g., the data track 302). Therefore, a data management method utilizing PRA rules is employed to ensure that groupings of adjacent data tracks are written in an order such that all data of all tracks are readable and total read/write processing time is mitigated.
(35) According to one implementation, a data management method includes multiple phases, with different PRA rules applicable during each phase. The data management method may govern data writes to the entire magnetic disc 300, or (alternatively) govern data writes to a subset of the magnetic disc 300, such as a radial zone of the magnetic disc 300.
(36) In a first phase, data is written exclusively to alternating tracks at a high linear density. For example, the odd-numbered data tracks with a wide written track width may be written to sequentially, as illustrated by the notation write 1, write 2, write 3 and write 4 in
(37) After the first capacity condition is satisfied, a second phase of the data management method commences. During the second phase of the data management method, data writes may be directed to even-numbered data tracks. The even-numbered data tracks (304, 306, 308) are written to at a lower linear density (e.g., narrower track width), and may be individually written at random (e.g., without re-writing data of any adjacent data tracks).
(38) During the second phase, some odd-numbered data tracks may be written to randomly and others may not. For example, the data track 303 remains randomly writeable up until the point in time when data is first written to either of adjacent data tracks 302 or 304. If an odd-numbered data track is bounded by a data track including data, the odd-numbered data track is no longer randomly writeable. For example, updating data of the data track 303 may entail reading, caching, and subsequently re-writing the data of the adjacent data tracks 302 and 304 (if 302 and 304 contain data).
(39) In one implementation, every other even-numbered data track is left blank for a period of time while the disk continues to fill up. For example, data is initially written to tracks 304 and 308 (per write 5 and write 6, respectively), but no data is written to any of tracks 302, 306, or 310. So long as every-other even-numbered data track is left blank, non-random data writes entail writing no more than two data tracks at once. For example, overwriting the data track 303 entails (1) reading data track 302 to a temporary cache location; (2) writing the data track 303; and (3) re-writing the data track 302 after the write of data track 303 is complete.
(40) The IMR system of writing data to the disc 300 may be implemented together with heat assisted magnetic recording (HAMR). HAMR generally refers to the concept of locally heating a recording medium to reduce the coercivity. This allows the applied magnetic writing fields to more easily direct the magnetization during the temporary magnetic softening caused by the heat source. HAMR allows for the use of small grain media, with a larger magnetic anisotropy at room temperature to assure sufficient thermal stability, which is desirable for recording at increased areal densities. HAMR can be applied to any type of magnetic storage media including tilted media, longitudinal media, perpendicular media, and patterned media. A number of different energy sources may be used to heat the media, including laser, electric current, etc. In a system using laser, a laser diode generates a laser beam that is pointed to a storage location using a waveguide. Typically, the power level of the laser beam is controlled by controlling the operating laser diode current (I.sub.op) applied to the laser diode.
(41) By heating the media, the K.sub.u or coercivity of media is reduced such that the magnetic write field is sufficient to write to the media. Once the media cools to ambient temperature, the coercivity has a sufficiently high value to assure thermal stability of the recorded information. The implementation of IMR in HAMR can increase HAMR area density capacity (ADC). In a conventional HAMR system, the maximum ADC is achieved using a variable bit aspect ratio (VBAR) sweep to set the I.sub.op. However, when HAMR is used in IMR, there are unlimited combination of even track I.sub.op and odd track I.sub.op that can be used in an IMR scheme. The method and system disclosed herein allows achieving high level of ADC in IMR-HAMR. Specifically, a method and system disclosed herein provides an optimization algorithm that may be used by a storage controller to achieve maximum ADC.
(42) In HAMR devices, one may get the maximum ADC through variable bit aspect ratio (VBAR) sweep that sets the operating laser diode current (LDI I.sub.op). However, for a HAMR device using IMR, there are unlimited combinations of even track I.sub.op and odd track I.sub.op. In other words, for each even track I.sub.op a large number of odd track I.sub.op may be used and vice-versa. Therefore, it becomes technically extremely difficult to determine the combination of I.sub.op and I.sub.op that provides the optimal ADC. Implementations disclosed herein provide a laser power optimization method that allows achieving such optimal ADC. For example, such optimal ADC may be the highest ADC for the HAMR-IMR device.
(43)
(44) An operation 406 finds maximum linear density kbpi_max.sub.j for each track density ktpi.sub.j. Subsequently, an operation 408 determines IMR ktpi, even track kbpi, and even track Iop by looking for max ADC.sub.j. Wherein, the ADC.sub.j may be determined as:
ADC.sub.j=ktpi.sub.jkbpi_max.sub.j
(45) Operation 408 generates three of the five output parameters 420, namely: IMR track density (ktpi), IMR even/top track linear density (kbpi), and IMR even/top track laser power (Iop).
(46) Subsequently, an operation 410 determines IMR odd track parameters 422, namely IMR odd/bottom track linear density (kbpi) and IMR odd/bottom track laser power (Iop).
(47)
(48) An operation 524 sweeps laser power Iop for a given value of ktpi.sub.j over a range of Iop.sub.j to find an optimized Iop.sub.j that results in the lowest value of bit error rate (BER) of 504 for the selected value of ktpi.sub.j. This operation is described in further detail in a graph 550 wherein each of the lines 552 illustrates various a sweep of lop for a given value of ktpi.sub.j. An operation 526 sweeps the ktpi.sub.j and compares the resulting value of center track BER of 504 for a given ktpi.sub.j with a threshold BER.sub.1, and if the if the observed BER for a given ktpi.sub.j is below the BER.sub.1 (BER<BER.sub.1), it increases the ktpi.sub.j and repeats the operations 522 and 524 until the center track BER is above BER.sub.1 (BER>BER.sub.1). If it is determined that for ktpi.sub.k BER>BER.sub.1, then the max track density ktpi.sub.max is determined to be equal to the ktpi.sub.k-1.
(49)
(50)
(51)
(52) Subsequently, an operation 824 checks the odd track BER and repeats the operation 822 with increasing odd track ktpi.sub.m,n until the odd track BER is greater than a predetermined BER.sub.3. At this point, the kbpi_max.sub.n=kbpi.sub.m-1,n. An operation 826 writes two background odd tracks with an interval of 2*IMR track pitch and then writes an even track in the middle of the background odd tracks, as illustrated by 862. The operation 826 then checks the even track BER (which is referred to as BER.sub.n). If one determines that the BER.sub.n>a predetermined BER.sub.1, then it decreases the laser power Iop.sub.n and repeats the operations 822 and 824 until BER.sub.n<BER.sub.1. At this point the IMR odd track linear density kbpi is determined to be equal to kbpi_max.sub.n and odd track laser power Iop is determined to be equal to Iop.sub.n. A graph 850 illustrates the operations 820 in graphical form. In an implementation using the operations disclosed in
(53)
(54) The graph 900 also illustrates the combinations of ktpi and kbpi by a line 930 that provides ADC of 1000 Gigabytes per square inch (GBPSI). Thus, the IMR HAMR implementation allows moving closer to the goal of achieving 1000 GBPSI ADC.
(55)
(56)
(57) Subsequently, an operation 1106 squeezes the bottom track using different top track laser powers Iop.sub.tt at a number of different track pitches ktpi. Such squeezing is done using the triple track method described in
(58)
(59)
(60) A curve 1350 connects ADC points corresponding to HAMR heads implemented in conventional non-IMR systems. For example, the point 1352 indicates a best achievable ADC in conventional non-IMR systems. Compared to that, a point 1360 indicates an ADC achievable by implementing a HAMR head in an IMR system according to the disclosed technology of
(61) The embodiments of the disclosed technology described herein are implemented as logical steps in one or more computer systems. The logical operations of the presently disclosed technology are implemented (1) as a sequence of processor-implemented steps executing in one or more computer systems and (2) as interconnected machine or circuit modules within one or more computer systems. The implementation is a matter of choice, dependent on the performance requirements of the computer system implementing the disclosed technology. Accordingly, the logical operations making up the embodiments of the disclosed technology described herein are referred to variously as operations, steps, objects, or modules. Furthermore, it should be understood that logical operations may be performed in any order, adding and omitting as desired, unless explicitly claimed otherwise or a specific order is inherently necessitated by the claim language.
(62) The above specification, examples, and data provide a complete description of the structure and use of exemplary embodiments of the disclosed technology. Since many embodiments of the disclosed technology can be made without departing from the spirit and scope of the disclosed technology, the disclosed technology resides in the claims hereinafter appended. Furthermore, structural features of the different embodiments may be combined in yet another embodiment without departing from the recited claims.