非二进制LDPC码的单最小-唯一基本集网格最小-最大解码器结构

T. Dinh, Huyen Pham Thi, Hung Dao Tuan, Nghia Pham Xuan
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引用次数: 0

摘要

当码长适中时,非二进制低密度奇偶校验(NB-LDPC)码在纠错性能和错层特性方面优于二进制码。但NB-LDPC解码器的缺点是复杂度高,且随着伽罗瓦场阶数的增加,解码器的复杂度会显著增加。本文针对NBLDPC码,提出了一种One-Minimum-Only基本集网格最小-最大(OMO-BS-TMM)算法和相应的解码器架构,大大降低了校验节点单元(CNU)和整个解码器的复杂度。在本文提出的OMO-BS-TMM算法中,仅使用第一个最小值来生成检查节点消息,而不是同时使用第一个和第二个最小值,并且与之前的工作相比,减少了检查节点与可变节点之间交换的消息数量。基于该算法的分层解码器架构采用90纳米CMOS技术实现了GF(32)上的(837,726)NB-LDPC码。实现结果表明,OMO-BS-TMM算法实现了几乎相同的纠错性能,整个解码器的复杂度比之前的工作分别降低了31.8%和20.5%。此外,与其他最先进的NBLDPC解码器相比,所提出的解码器实现了1.4 Gbps的更高吞吐量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ONE-MINIUM-ONLY BASIC-SET TRELLIS MIN-MAX DECODER ARCHITECTURE FOR NONBINARY LDPC CODE
Nonbinary low-density-parity-check (NB-LDPC) code outperforms their binary counterpart in terms of error-correcting performance and error-floor property when the code length is moderate. However, the drawback of NB-LDPC decoders is high complexity and the complexity increases considerably when increasing the Galois-field order. In this paper, an One-Minimum-Only basic-set trellis min-max (OMO-BS-TMM) algorithm and the corresponding decoder architecture are proposed for NBLDPC codes to greatly reduce the complexity of the check node unit (CNU) as well as the whole decoder. In the proposed OMO-BS-TMM algorithm, only the first minimum values are used for generating the check node messages instead of using both the first and second minimum values, and the number of messages exchanged between the check node and the variable node is reduced in comparison with the previous works. Layered decoder architectures based on the proposed algorithm were implemented for the (837, 726) NB-LDPC code over GF(32) using 90-nm CMOS technology. The implementation results showed that the OMO-BS-TMM algorithm achieves the almost similar error-correcting performance, and a reduction of the complexity by 31.8% and 20.5% for the whole decoder, compared to previous works. Moreover, the proposed decoder achieves a higher throughput at 1.4 Gbps, compared with the other state-of-the-art NBLDPC decoders.
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