Concatenated LDPC-TCM coding for reliable storage in multi-level flash memories

Quan Xu, Pu Gong, Thomas M. Chen
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引用次数: 1

Abstract

In this paper, we present an efficient fault tolerant solution for multi-level per cell (MLC) flash memory that concatenates trellis coded modulation (TCM) with an outer low-density parity-check (LDPC) code. Traditional flash coding systems employ simple hard-decisions based codes, such as Bose-Chaudhuri-Hocquenghem (BCH) codes, that can correct a fixed, specified number of errors. Thanks to the Bahl, Cocke, Jelinek, and Raviv (BCJR) algorithm, the TCM decoder within the proposed design can provide soft decisions which make it possible to use the more powerful LDPC codes. Moreover, the error-correction performance is further improved since TCM can decrease the raw error rate of MLC and hence relieve the burden of outer LDPC code. The effectiveness of concatenated LDPC-TCM systems has been successfully demonstrated through computer simulations.
级联LDPC-TCM编码在多级快闪存储器中的可靠存储
在本文中,我们提出了一种高效的多层每单元(MLC)闪存容错解决方案,该方案将网格编码调制(TCM)与外部低密度奇偶校验(LDPC)码连接起来。传统的flash编码系统采用简单的基于硬决策的编码,例如Bose-Chaudhuri-Hocquenghem (BCH)编码,可以纠正固定数量的错误。由于Bahl, Cocke, Jelinek和Raviv (BCJR)算法,提出的设计中的TCM解码器可以提供软决策,从而可以使用更强大的LDPC码。此外,由于TCM可以降低MLC的原始错误率,从而减轻外部LDPC码的负担,从而进一步提高了纠错性能。通过计算机仿真,成功地验证了LDPC-TCM串联系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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