非二进制LDPC码在二进制擦除信道上的优化穿刺和缩短分布

D. Klinc, J. Ha, S. McLaughlin
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引用次数: 7

摘要

研究了二进制擦除信道(BEC)上非二进制LDPC码的最优刺破和缩短分布。采用密度演化法进行分析,用差分演化法求出最优分布。我们表明,刺穿或缩短整个可变节点会导致性能下降;相反,为了获得最佳性能,必须仔细设计穿刺和缩短分布,通常情况下,大多数可变节点只被部分穿刺/缩短。我们的研究结果表明,适当设计的穿孔和缩短的非二进制LDPC码可以在很宽的速率范围内保持非常小的容量差距。
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Optimized puncturing and shortening distributions for nonbinary LDPC codes over the binary erasure channel
This paper investigates optimal puncturing and shortening distributions for nonbinary LDPC codes over the binary erasure channel (BEC). The analysis is done by means of density evolution and optimal distributions are found with differential evolution. We show that puncturing or shortening entire variable nodes results in bad performance; instead, for best performance, puncturing and shortening distributions have to be designed carefully, where generally, most variable nodes are punctured/shortened only partially. Our results indicate that properly designed punctured and shortened nonbinary LDPC codes can maintain a very small gap to capacity through a wide range of rates.
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