Nonbinary Spatially-Coupled Ldpc Codes On The Binary Erasure Channel

2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)(2013)

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摘要
We analyze the asymptotic performance of nonbinary spatially-coupled low-density parity-check (SC-LDPC) codes built on the general linear group, when the transmission takes place over the binary erasure channel. We propose an efficient method to derive an upper bound to the maximum a posteriori probability (MAP) threshold for nonbinary LDPC codes, and observe that the MAP performance of regular LDPC codes improves with the alphabet size. We then consider nonbinary SC-LDPC codes. We show that the same threshold saturation effect experienced by binary SC-LDPC codes occurs for the nonbinary codes, hence we conjecture that the BP threshold for large termination length approaches the MAP threshold of the underlying regular ensemble.
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关键词
maximum likelihood estimation,vectors,upper bound,entropy,couplings,decoding,binary erasure channel,belief propagation,general linear group,channel coding
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