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

被引:1
|
作者
Yu, Xiaolei [1 ,2 ]
He, Jing [1 ,2 ]
Zhang, Bo [1 ,2 ]
Wang, Xianliang [1 ,2 ]
Li, Qianhui [1 ,2 ]
Wang, Qi [1 ]
Huo, Zongliang [1 ,3 ]
Ye, Tianchun [1 ]
机构
[1] Chinese Acad Sci, Inst Microelect, Beijing 100029, Peoples R China
[2] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R China
[3] Yangtze Memory Technol Co Ltd, Beijing 100049, Peoples R China
关键词
Ash; Decoding; Three-dimensional displays; Iterative decoding; Reliability; Optimization; Memory management; 3-D triple-level cell (TLC) NAND flash memory; frame error rate (FER); LDPC; read latency; RETENTION;
D O I
10.1109/TCAD.2023.3266363
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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%.
引用
收藏
页码:4191 / 4204
页数:14
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