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Connections Between Low-Weight Codewords and Cycles in Spatially Coupled LDPC Convolutional Codes

机译:空间耦合LDPC卷积码中低权码字与周期之间的联系

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摘要

In this paper, time-invariant spatially coupled low-density parity-check convolutional codes (SC-LDPC-CCs) are considered, and the connections existing between their low-weight codewords and cycles in their Tanner graphs are studied. Using the polynomial representation of these codes, we show that parity-check matrices having columns with weight ≥2 can be analyzed considering a certain number of parity-check sub-matrices having regular columns with weight 2. These sub-matrices are associated to cycles in the code Tanner graph and define as many codes we denote as component codes. Based on this observation, we find that codewords of the main code can be expressed as combinations of codewords of the component codes. The design of codes free of codewords up to a certain weight is also addressed. We show that low-weight codewords in the main code can be avoided by removing some types of cycles in its Tanner graph. Our design approach is applied to some well-known ensembles of SC-LDPC-CCs to prove its effectiveness.
机译:本文考虑了时不变的空间耦合低密度奇偶校验卷积码(SC-LDPC-CCs),并研究了其低权码字与Tanner图中循环之间的联系。使用这些代码的多项式表示,我们表明,考虑到一定数量的具有权重为2的常规列的奇偶校验子矩阵,可以分析具有权重≥2的列的奇偶校验矩阵。这些子矩阵与循环相关联在代码Tanner图中,并定义与组件代码一样多的代码。基于此观察,我们发现主代码的代码字可以表示为组成代码的代码字的组合。还解决了无码字直至一定权重的码的设计。我们表明,可以通过删除Tanner图中的某些类型的循环来避免主代码中的轻量代码字。我们的设计方法应用于一些著名的SC-LDPC-CC集成体,以证明其有效性。

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