Data storage device encoding and interleaving codewords to improve trellis sequence detection

• US 10,554,221 B2
• Filed: 08/23/2018
• Issued: 02/04/2020
• Est. Priority Date: 11/03/2015
• Status: Active Grant

• Current Assignee: JP Morgan Chase Bank, N.A. (JP Morgan Chase & Co)
• Original Assignee: Western Digital Technologies Incorporated (Western Digital Corporation)
• Inventors: Chen, Yiming
• Primary Examiner(s): McMahon, Daniel F.
• Application Number:
  US16/110,493
• Publication Number:
  US 20190068221A1
• Time in Patent Office: 530 Days
• Field of Search: None
• CPC Class Codes: G11B 2020/1863 wherein the Viterbi algorithm is used for decoding the error correcting code
• CPC Class Codes: G11B 5/59616 Synchronisation; Clocking G11B5/59622 takes precedence
• CPC Class Codes: H03M 13/1102 Codes on graphs and decoding on graphs, e.g. low-density parity check [LDPC] codes
• CPC Class Codes: H03M 13/1111 Soft-decision decoding, e.g. by means of message passing or belief propagation algorithms
• CPC Class Codes: H03M 13/27 using interleaving techniques
• CPC Class Codes: H03M 13/2742 Irregular interleaver wherein the permutation pattern is not obtained by a computation rule, e.g. interleaver based on random generators
• CPC Class Codes: H03M 13/2757 Interleaver with an interleaving rule not provided for in the subgroups H03M13/2703 - H03M13/2753
• CPC Class Codes: H03M 13/356 Unequal error protection [UEP]
• CPC Class Codes: H03M 13/6325 Error control coding in combination with demodulation

Abstract

A data storage device is disclosed comprising a storage medium. First data is encoded into a first codeword comprising a plurality of i-bit symbols, and second data is encoded into a second codeword comprising a plurality of j-bit symbols, wherein i is different than j and a first code rate of the first codeword is less than a second code rate of the second codeword. The first codeword and the second codeword are symbol interleaved to generate an interleaved codeword, and the interleaved codeword is written to the storage medium.

Claims

1. A controller for use in a data storage device, comprising:

a communication interface configured to communicate data with a storage medium of a data storage device; and

a processor in data communication with the communication interface and configured to;

encode first data into a first codeword comprising a plurality of i-bit symbols;

encode second data into a second codeword comprising a plurality of j-bit symbols, wherein i is different than j and wherein a first code rate of the first codeword is less than a second code rate of the second codeword, where i and j are natural numbers;

interleave the first codeword and the second codeword to generate an interleaved codeword; and

control the communication interface to write the interleaved codeword to the storage medium.

2. The controller as recited in claim 1, wherein i is less than j.

3. The controller as recited in claim 2, wherein i is 1.

4. The controller as recited in claim 1, wherein the processor is further configured to:

read the interleaved codeword from the storage medium to generate a read signal;

sample the read signal to generate signal samples;

process the signal samples with a trellis detector to generate a sequence of reliability metrics representing the interleaved codeword;

de-interleave the sequence of reliability metrics into a first set of reliability metrics representing the first codeword and a second set of reliability metrics representing the second codeword;

decode the first set of reliability metrics with an i-bit symbol decoder to generate a third set of reliability metrics representing the first codeword;

decode the second set of reliability metrics with a j-bit symbol decoder to generate a fourth set of reliability metrics representing the second codeword;

interleave the third set of reliability metrics and the fourth set of reliability metrics to generate interleaved reliability metrics representing the interleaved codeword; and

process the interleaved reliability metrics with the trellis detector.

5. The controller as recited in claim 4, wherein the processor is further configured to generate the fourth set of reliability metrics as 1-bit reliability metrics for processing with the trellis detector.

6. The controller as recited in claim 4, wherein the first code rate of the first codeword increases redundancy of the first codeword when processing the interleaved reliability metrics.

7. The controller as recited in claim 4, wherein the trellis detector implements a soft-input soft-output Viterbi algorithm.

8. The controller as recited in claim 1, wherein the processor is configured to encode the first and second data using a low density parity check (LDPC) code.

22. The controller of claim 1, wherein the processor is configured to interleave the first and second codewords such that each i-bit symbol from the first codeword is immediately followed by a j-bit symbol from the second codeword.

23. The controller of claim 22, wherein the processor is configured to decode the i-bit symbol codeword prior to decoding the j-bit symbol codeword.

24. The controller of claim 1, wherein the second codeword is longer than the first codeword.

9. Control circuitry for use in a data storage device, the control circuitry configured to:

encode first data into a first codeword comprising a plurality of i-bit symbols;

encode second data into a second codeword comprising a plurality of j-bit symbols, wherein i is different than j and wherein a first code rate of the first codeword is less than a second code rate of the second codeword, where i and j are natural numbers;

interleave the first codeword and the second codeword to generate an interleaved codeword; and

write the interleaved codeword to a storage medium of a data storage device.

10. The control circuitry as recited in claim 9, wherein i is less than j.

11. The control circuitry as recited in claim 10, wherein i is 1.

12. The control circuitry as recited in claim 9, wherein the control circuitry is further configured to:

read the interleaved codeword from the storage medium to generate a read signal;

sample the read signal to generate signal samples;

process the signal samples with a trellis detector to generate a sequence of reliability metrics representing the interleaved codeword;

de-interleave the sequence of reliability metrics into a first set of reliability metrics representing the first codeword and a second set of reliability metrics representing the second codeword;

decode the first set of reliability metrics with an i-bit symbol decoder to generate a third set of reliability metrics representing the first codeword;

decode the second set of reliability metrics with a j-bit symbol decoder to generate a fourth set of reliability metrics representing the second codeword;

interleave the third set of reliability metrics and the fourth set of reliability metrics to generate interleaved reliability metrics representing the interleaved codeword; and

process the interleaved reliability metrics with the trellis detector.

13. The control circuitry as recited in claim 12, wherein the control circuitry is further configured to generate the fourth set of reliability metrics as 1-bit reliability metrics for processing with the trellis detector.

14. The control circuitry as recited in claim 12, wherein the first code rate of the first codeword increases redundancy of the first codeword when processing the interleaved reliability metrics.

15. The control circuitry as recited in claim 12, wherein the trellis detector implements a soft-input soft-output Viterbi algorithm.

16. The control circuitry as recited in claim 12, wherein the control circuitry is configured to encode the first and second data using a low density parity check (LDPC) code.

17. A data storage device comprising:

a storage medium; and

a controller configured to communicate data with the storage medium and configured to;

decode a first set of reliability metrics with an i-bit symbol decoder to generate a third set of reliability metrics representing a first codeword;

decode a second set of reliability metrics with a j-bit symbol decoder to generate a fourth set of reliability metrics representing a second codeword, wherein a first code rate of the first codeword is less than a second code rate of the second codeword, where i and j are natural numbers;

interleave the third set of reliability metrics and the fourth set of reliability metrics to generate interleaved reliability metrics representing an interleaved codeword; and

process the interleaved reliability metrics with a trellis detector.

18. The data storage device as recited in claim 17, wherein the controller is further configured to:

read the interleaved codeword from the storage medium to generate a read signal;

sample the read signal to generate signal samples;

process the signal samples with the trellis detector to generate a sequence of reliability metrics representing the interleaved codeword; and

de-interleave the sequence of reliability metrics into the first set of reliability metrics representing the first codeword and the second set of reliability metrics representing the second codeword.

19. The data storage device as recited in claim 17, wherein the trellis detector implements a soft-input soft-output Viterbi algorithm.

20. The data storage device as recited in claim 17, wherein the controller is further configured to generate the fourth set of reliability metrics as 1-bit reliability metrics for processing with the trellis detector.

21. The data storage device as recited in claim 17, wherein the first code rate of the first codeword increases redundancy of the first codeword when processing the interleaved reliability metrics.