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Optimized Puncturing and Shortening Distributions for Nonbinary LDPC Codes over the Binary Erasure Channel

机译:在二进制擦除通道上进行非中共LDPC代码的优化打孔和缩短分布

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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.
机译:本文研究了二进制擦除通道(BEC)上的非中共LDPC代码的最佳打孔和缩短分布。分析是通过密度进化的方式完成,并发现具有差分进化的最佳分布。我们表明整个变量节点的打孔或缩短导致性能不佳;相反,为了获得最佳性能,必须小心地设计打孔和缩短分布,其中通常,大多数可变节点仅部分地被打孔/缩短。我们的结果表明,适当设计的刺破和缩短的非中共LDPC代码可以通过广泛的速率保持对容量的非常小的差距。

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