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Interleaved LDPC Decoding Scheme Improves 3-D TLC NAND Flash Memory System Performance

Authors :
Yu, Xiaolei
He, Jing
Zhang, Bo
Wang, Xianliang
Li, Qianhui
Wang, Qi
Huo, Zongliang
Ye, Tianchun
Source :
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems; November 2023, Vol. 42 Issue: 11 p4191-4204, 14p
Publication Year :
2023

Abstract

Although NAND flash memory does a lot of work in effectively using error correcting code (ECC) to reduce uncorrectable bit error rate (UBER). However, if the frame error rate (FER) is not reduced, the lower UBER cannot effectively reduce the read latency of the flash memory system. This phenomenon is especially evident at the end of the flash memory lifetime, where conventional methods significantly reduce the UBER but not to zero, and the remaining error bits are still evenly distributed throughout the flash memory page, resulting in a significant increase in read latency. In this article, an interleaved LDPC decoding scheme is proposed. By re-evaluating the flash memory channel during the decoding process, the codewords in the flash memory page are corrected frame by frame, and the problem of high FER is solved at the end of the flash memory lifetime. Compared with the conventional algorithm, the proposed method can reduce the FER by up to 34%, reduce the average decoding iterations by 63.4%, and reduce the read latency by up to 65%.

Details

Language :
English
ISSN :
02780070
Volume :
42
Issue :
11
Database :
Supplemental Index
Journal :
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Publication Type :
Periodical
Accession number :
ejs64344806
Full Text :
https://doi.org/10.1109/TCAD.2023.3266363