SYSTEM AND METHOD FOR DYNAMIC SCALING OF LDPC DECODER IN A SOLID STATE DRIVE

Patent №

US 9,985,652

Granted

2018-05-29

Filed 2016

Owner

WESTERN DIGITAL TECHNOLOGIES, INC.

Lab

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15162504

In some embodiments of the present invention, a data storage device includes a controller and a memory. The data storage device further includes an LDPC encoder and decoder, with the decoder implementing a dynamic precision-rescaling technique for improving performance. In one embodiment, the technique works by rescaling the binary representations of the input log-likelihood ratios (LLRs) and messages upon activation of decoder-state-based triggers. Various triggering functions are introduced, e.g., checking if the number of output LLRs smaller than a certain limit crosses a threshold, checking if the weight of a syndrome crosses a threshold, etc. This technique offers an improvement in the performance of the decoder.

AI hardwareH03M 13/1111G06F 11/1068G11C 29/52H03M 13/1128H03M 13/3746H03M 13/45H03M 13/658H03M 13/6591

AI classification

AI hardware0.96
Planning0.01
Machine learning0.00
Vision0.00
Knowledge representation0.00
Speech0.00
Natural language0.00
Evolutionary computation0.00

Ownership

WESTERN DIGITAL TECHNOLOGIES, INC.

assignment · 491460332

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