NAND快闪记忆体的RS-LDPC连结编码:设计与缩短短周期

Weidong Zhang, Jing Kang, Zhenxing Dong, Yan Zhu
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引用次数: 2

摘要

在NAND闪存中,随着程序/擦除周期的增加和外部干扰,如电磁干扰和振动,会造成各种通道障碍,包括大量的随机错误和突发错误。这项工作考虑了使用外部RS码和内部准循环(QC) LDPC码的新颖级联从这种闪存信道中可靠地恢复数据。本文提出了缩短短周期的QC-LDPC码的设计和结构,并提出了一种优化的计算周期消除(OCCE)算法。分析了不同码率和码长的RS码对串接码的性能。仿真结果表明,在误码率为10-8的情况下,与传统QC-LDPC码相比,本文提出的QCLDPC码的译码迭代次数最多减少76%,这取决于QC-LDPC码长。所提出的RS(273,269)-QC在信噪比(SNR)为3.9 dB时的误码率为10-10。
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RS-LDPC Concatenated Coding for NAND Flash Memory: Designs and Reduction of Short Cycles
In NAND flash memory, the increase of Program / Erase cycles and external interference, such as electromagnetic interference and vibration, will cause various channel obstacles, including a large amount of random errors and burst errors. This work considers reliable recovery of data from such flash channels using a novel cascade of outer RS codes and inner quasi-cyclic (QC) LDPC codes. In this paper, designs and constructions of QC-LDPC code with reduction of short cycles are presented and an optimized computation cycles elimination (OCCE) algorithm is proposed. The performance of RS codes with different code rates and code lengths for concatenated codes is analyzed. Simulation results show that the decoding iterations of the QCLDPC codes in this paper compared with conventional QC-LDPC codes is reduced by up to 76% which depends on the code length of QC-LDPC at the bit error rate (BER) of 10-8. The proposed RS(273,269)-QC perform a BER of 10-10 at the signal-to-noise ratio (SNR) of 3.9 dB.
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