IP Library Granted Patent US 7,900,125
Granted Patent B1
US 7,900,125 · App. 11/606,416 · Granted Mar 1, 2011

Majority detection in error recovery

View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 7,900,125
App. No.
11/606,416
Granted
Mar 1, 2011
Kind
B1
Abstract

One or more techniques provide majority detection in error recovery. Accordingly, a device retries reading an ECC codeword having one or more bits for a plurality of retries, and stores each retry. The device (“hard” majority detection) votes on a value of each bit of the codeword based on a majority of corresponding retry values in the plurality of corresponding retries. Also, the device (“soft” majority detection) may determine reliability information for a value of each bit of the codeword based on a reoccurrence ratio of corresponding retry values in the plurality of retries. The device may declare erasures based on the reliability information and a (dynamically adjusted) threshold of uncertainty, e.g., where an “uncertain” bit based on the threshold or any symbol with an “uncertain” bit is declared as an erasure.

Claims (51)

1. A method comprising:

receiving a plurality of retry bit values for each bit of a codeword having one or more bits, each retry bit value associated with one of a plurality of retries, each retry comprising a separate read of the codeword from a storage location;

for at least one bit of the codeword, an accumulator counting the number of occurrences of at least one retry bit value across the plurality of retries; and

determining a value of at least one bit of the codeword based on a majority of corresponding retry bit values of the at least one bit in the plurality of retries.

2. The method as in claim 1 , further comprising:

performing the steps of receiving and determining in response to an error recovery mode caused by a failure of an error correction code (ECC) decoder to correct a first codeword.

3. The method as in claim 1 , further comprising:

receiving a plurality of retries using multiple read mechanisms on a single pass of the codeword.

4. The method as in claim 1 , further comprising:

receiving a plurality of retries until a retry time-out expires.

5. The method as in claim 1 , further comprising:

receiving a plurality of retries until an error correction code (ECC) decoder successfully corrects the codeword.

6. The method as in claim 1 , wherein the step of determining further comprises:

determining reliability information for a value of at least one bit of the codeword based on a reoccurrence ratio of corresponding retry values in the plurality of retries;

determining whether the at least one bit value is uncertain based on the reliability information and a threshold of uncertainty; and

declaring an uncertain bit as an erasure.

7. The method as in claim 6 , further comprising:

declaring a symbol of the codeword as an erasure in response to a bit declared as an erasure within the symbol.

8. A method comprising:

receiving a codeword having one or more bits for a plurality of retries, each retry comprising a separate estimation of the values of the bits of the codeword; and

an error recovery system determining reliability information for a value of at least one bit of the codeword based on a reoccurrence ratio of corresponding retry values of the at least one bit in the plurality of retries.

9. The method as in claim 8 , further comprising:

determining whether the at least one bit value is uncertain based on the reliability information and a threshold of uncertainty; and

declaring an uncertain bit as an erasure.

10. The method as in claim 9 , further comprising:

declaring a symbol of the codeword as an erasure in response to a bit declared as an erasure within the symbol.

11. The method as in claim 9 , further comprising:

adjusting the threshold of uncertainty to declare either more or fewer erasures.

12. The method as in claim 9 , further comprising:

adjusting the threshold of uncertainty to provide a number of erasures that is within an error correction ability of an error correction code (ECC) decoder.

13. The method as in claim 9 , further comprising:

setting the threshold of uncertainty equal to 50%, wherein no bits are determined to be uncertain.

14. The method as in claim 9 , further comprising:

providing additional erasure confidence to the declared erasures based on one or more additional erasure possibility indications.

15. The method as in claim 14 , wherein the additional erasure possibility indications are selected from a group consisting of: thermal asperity indications and illegal pattern indications.

16. The method as in claim 9 , further comprising:

adjusting the threshold of uncertainty to declare a most confident erasure first; and

adjusting the threshold of uncertainty to declare zero or more next most confident erasures until an error correction code (ECC) decoder is able to correct the codeword.

17. The method as in claim 9 , further comprising:

declaring a bit value as a 1 if the reliability information indicates that a majority of retry values are 1 and the reliability information is greater than the threshold of uncertainty;

declaring a bit value as a 0 if the reliability information indicates that a majority of retry values are 0 and the reliability information is greater than the threshold of uncertainty; and

determining that a bit value is uncertain if the reliability information for the majority of either retry value is less than the threshold of uncertainty.

18. The method as in claim 8 , further comprising:

determining the value of the at least one bit of the codeword based on a majority of corresponding retry values of the at least one bit in the plurality of retries; and

determining the reliability information for the determined value of the at least one bit of the codeword.

19. The method as in claim 8 , further comprising:

utilizing with the reliability information one of either a Generalized Minimum Distance (GMD) decoding, a Chase decoding, and an Algebraic Soft Decoding (ASD).

20. An apparatus comprising:

means for receiving a codeword having one or more bits for a plurality of retries, each retry comprising a separate determination of the values of the bits in the codeword;

means for determining a value of at least one bit of the codeword based on a majority of corresponding retry values of the at least one bit in the plurality of retries; and

means for determining reliability information for the determined value of the at least one bit of the codeword based on a reoccurrence ratio of corresponding retry values of the at least one bit in the plurality of retries.

Assignments (8)
RELEASE OF SECURITY INTEREST Recorded Jul 23, 2025
From: THE BANK OF NOVA SCOTIA
To: SEAGATE TECHNOLOGY PUBLIC LIMITED COMPANY; SEAGATE TECHNOLOGY; SEAGATE TECHNOLOGY HDD HOLDINGS; I365 INC.; SEAGATE TECHNOLOGY LLC; SEAGATE TECHNOLOGY INTERNATIONAL; SEAGATE HDD CAYMAN; SEAGATE TECHNOLOGY (US) HOLDINGS, INC.
Reel/Frame 072193/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 22, 2024
From: SEAGATE TECHNOLOGY LLC; SEAGATE SINGAPORE INTERNATIONAL HEADQUARTERS PTE. LTD.
To: AVAGO TECHNOLOGIES INTERNATIONAL SALES PTE. LIMITED
Reel/Frame 067489/0509 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENT RIGHTS Recorded Jul 19, 2013
From: WELLS FARGO BANK, NATIONAL ASSOCIATION, AS COLLATERAL AGENT AND SECOND PRIORITY REPRESENTATIVE
To: SEAGATE TECHNOLOGY LLC; EVAULT INC. (F/K/A I365 INC.); SEAGATE TECHNOLOGY INTERNATIONAL; SEAGATE TECHNOLOGY US HOLDINGS, INC.
Reel/Frame 030833/0001 →
SECURITY AGREEMENT Recorded Mar 24, 2011
From: SEAGATE TECHNOLOGY LLC
To: THE BANK OF NOVA SCOTIA, AS ADMINISTRATIVE AGENT
Reel/Frame 026010/0350 →
RELEASE Recorded Jan 19, 2011
From: JPMORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
To: SEAGATE TECHNOLOGY HDD HOLDINGS; MAXTOR CORPORATION; SEAGATE TECHNOLOGY LLC; SEAGATE TECHNOLOGY INTERNATIONAL
Reel/Frame 025662/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 23, 2009
From: MAXTOR CORPORATION
To: SEAGATE TECHNOLOGY LLC
Reel/Frame 022998/0502 →
SECURITY AGREEMENT Recorded May 15, 2009
From: MAXTOR CORPORATION; SEAGATE TECHNOLOGY LLC; SEAGATE TECHNOLOGY INTERNATIONAL
To: JPMORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT AND FIRST PRIORITY REPRESENTATIVE; WELLS FARGO BANK, NATIONAL ASSOCIATION, AS COLLATERAL AGENT AND SECOND PRIORITY REPRESENTATIVE
Reel/Frame 022757/0017 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 30, 2006
From: LIU, JINGFENG; RUB, BERNARDO; ZHENG, PEIHUI
To: MAXTOR CORPORATION
Reel/Frame 018652/0927 →