Non-binary LDPC code with multiple memory reads for multi-level-cell (MLC) flash

Chaudhry Adnan Aslam, Yong Liang Guan, Kui Cai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Abstract

NAND flash memory has been dominantly used in consumer electronic products ranging from hand-held phones to personal computers. However, the stored data in NAND flash memory is subject to several impairments such as Random Telegraph Noise (RTN), Cell-to-Cell Interference (CCI) and Data Retention Effect over time. In this paper, we focus on the RTN effect over flash memory cells which becomes even more serious as the memory approaches its lifetime. When the flash cells withstand increasingly large number of Program/Erase (P/E) operation, multiple interface traps are generated at tunnel oxide layer which results into large fluctuations in cell threshold voltage. These voltage fluctuations, in turn, degrade the system error performance. To tackle with this problem, we propose a simple yet effective system-level decoding scheme in which the memory cells are read multiple times to obtain threshold voltage fluctuations caused by RTN. Since each memory read operation produces a new realization of threshold voltage, we combine the read signal with LDPC extrinsic information. The performance improvements of our scheme are validated by computer simulation which shows that the lifetime of flash memory can be extended by more than 10K P/E cycles while maintaining bit-error-rate at 10-6 using NB-LDPC code over GF (4) with frame size N = 2272. This paper also presents the trade-off between performance improvement and extra memory sensing latency.

Original languageEnglish
Title of host publication2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9786163618238
DOIs
Publication statusPublished - Feb 12 2014
Externally publishedYes
Event2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014 - Chiang Mai, Thailand
Duration: Dec 9 2014Dec 12 2014

Publication series

Name2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014

Conference

Conference2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014
Country/TerritoryThailand
CityChiang Mai
Period12/9/1412/12/14

Bibliographical note

Publisher Copyright:
© 2014 Asia-Pacific Signal and Information Processing Ass.

ASJC Scopus Subject Areas

  • Signal Processing
  • Information Systems

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