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On the Relevance of Graph Covers and Zeta Functions for the Analysis of SPA Decoding of Cycle Codes

机译:图形覆盖与Zeta函数的相关性,用于分析循环码的水疗分析

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For an arbitrary binary cycle code, we show that sum-product algorithm (SPA) decoding after infinitely many iterations equals symbolwise graph-cover decoding. We do this by characterizing the Bethe free energy function of the underlying normal factor graph (NFG) and by stating a global convergence proof of the SPA. We also show that the set of log-likelihood ratio vectors for which the SPA converges to the all-zero codeword is given by the region of convergence of the edge zeta function associated with the underlying NFG. The results in this paper justify the use of graph-cover pseudo-codewords and edge zeta functions to characterize the behavior of SPA decoding of cycle codes. These results have also implications for the analysis of attenuated sum-product and max-product algorithm decoding of low-density parity-check (LDPC) codes beyond cycle codes.
机译:对于任意二进制循环码,我们显示总和 - 产品算法(SPA)解码后多重迭代后等于象征化图形覆盖解码。我们通过表征潜在的正常因子图(NFG)的贝特自由能功能来实现这一点,并通过阐述SPA的全球收敛性证明。我们还表明,由与底层NFG相关联的边缘Zeta函数的收敛区域给出了所针对所有零码字的逻辑似然比向量的集合。本文的结果证明了使用图形封面伪码字和边缘Zeta的使用证明了循环码的SPA解码的行为。这些结果对减毒的总和和MAX-Product-Check(LDPC)代码进行了分析,对循环码的低密度奇偶校验(LDPC)代码进行了影响。

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