A Modified Shuffling Method to Split the Critical Path Delay in Layered Decoding of QC-LDPC Codes

A. Hasani, L. Lopacinski, Steffen Büchner, J. Nolte, R. Kraemer
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引用次数: 4

Abstract

Layered (or Turbo) decoding of Low-Density Parity-Check (LDPC) codes is considered as a decoding schedule that facilitates partially parallel architectures for performing iterative algorithms based on belief propagation. It has, on one hand, reduced implementation complexity and memory overhead compared to fully parallel architectures and, on the other hand, higher convergence speed compared to both serial and parallel architectures. In this paper, we introduce a general form of shuffling of the parity-check matrix of quasi-cyclic LDPC (QC-LDPC) codes which can split the critical path delay in layered decoding and therefore improve throughput by allowing higher clock rates. We also reveal a valuable property of Latin squares QC-LDPC codes which makes them a good candidate for the proposed shuffling method. As a result of that property, no special caution of choosing offset values in the proposed generalized shuffling method is required.
QC-LDPC码分层解码中关键路径延迟分割的改进洗牌方法
低密度奇偶校验(LDPC)码的分层(或Turbo)解码被认为是一种解码计划,它有助于执行基于信念传播的迭代算法的部分并行架构。一方面,与完全并行架构相比,它降低了实现复杂性和内存开销,另一方面,与串行和并行架构相比,它具有更高的收敛速度。在本文中,我们介绍了准循环LDPC (QC-LDPC)码的奇偶校验矩阵变换的一般形式,它可以在分层解码中分裂关键路径延迟,从而通过允许更高的时钟速率提高吞吐量。我们还揭示了拉丁方QC-LDPC码的一个有价值的性质,使它们成为所提出的洗牌方法的一个很好的候选者。由于该特性,在提出的广义洗牌方法中,不需要特别注意选择偏移值。
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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