一种增强Turbo产品编码算法的嵌入式模块

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE IEEE Embedded Systems Letters Pub Date : 2024-09-20 DOI:10.1109/LES.2024.3464517
Jianjun Luo;Yifan Shen;Boming Huang;Michael Etzkorn;Hongqiang Chen;Cong Yu
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引用次数: 0

摘要

低密度奇偶校验码(LDPC)是当前nand闪存控制器中最常用的纠错码(ECC)。下一代闪存,如具有更高误码率的三电平单元(TLC)和四电平单元(QLC),提出了对高性能ECC算法的需求,以提供卓越的性能和可接受的硬件开销。这封信提出涡轮产品代码(TPC)作为LDPC的替代方案,通过探索将TPC引擎嵌入到固态驱动器(SSD)控制器架构中。该TPC引擎的实现采用二维错误编码,并在每个维度上应用Bose-Chaudhuri-Hocquenghem (BCH)编码。当基本TPC译码算法因不可纠错而终止时,通过翻转专用位矩阵进一步改进了算法。这种比特翻转增强型TPC (BFE-TPC)模块最终集成到驱动8个闪存通道的非易失性存储器(NVMe) SSD控制器中。这个BFE-TPC模块说明了2d - tpc作为ldpc替代品的潜力,因为它具有高吞吐量和低硬件开销。
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An Embedded Module of Enhanced Turbo Product Code Algorithm
Low density parity check code (LDPC) is the most popular error correction code (ECC) for current nand flash memory controllers. Next generation flash memory, such as triple-level cell (TLC) and quad-level cell (QLC) with a higher bit error rate, bring up the demand for superior ECC algorithms providing excellent performance and acceptable hardware overhead. This letter proposes turbo product code (TPC) as an alternative to LDPC by exploring embedding of a TPC engine into a solid-state drive (SSD) controller architecture. The implementation of this TPC engine uses 2-D error coding and applies the Bose-Chaudhuri–Hocquenghem (BCH) code in each dimension. The algorithm is further improved by flipping the dedicated bit matrix when the basic TPC decoding algorithm terminates with uncorrectable conditions. This bit-flipping enhanced TPC (BFE-TPC) module is finally integrated into a nonvolatile memory express (NVMe) SSD controller driving eight flash memory channels. This BFE-TPC module illustrates the potential of 2D-TPCs as a replacement for LDPCs due to its high throughput and low hardware overhead.
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来源期刊
IEEE Embedded Systems Letters
IEEE Embedded Systems Letters Engineering-Control and Systems Engineering
CiteScore
3.30
自引率
0.00%
发文量
65
期刊介绍: The IEEE Embedded Systems Letters (ESL), provides a forum for rapid dissemination of latest technical advances in embedded systems and related areas in embedded software. The emphasis is on models, methods, and tools that ensure secure, correct, efficient and robust design of embedded systems and their applications.
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