Free Pseudodistance Growth Rates for Spatially Coupled LDPC Codes over the BEC

2018 IEEE Information Theory Workshop (ITW)(2018)

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摘要
The minimum pseudoweight is an important parameter related to the decoding performance of LDPC codes with iterative message-passing decoding. In this paper, we consider ensembles of periodically time-varying spatially coupled LDPC (SC-LDPC) codes and the pseudocodewords arising from their finite graph covers of a fixed degree. We show that for certain (J,K)-regular SC-LDPC code ensembles and a fixed cover degree, the typical minimum pseudoweight of the unterminated (and associated tail-biting/terminated) SC-LDPC code ensembles grows linearly with the constraint (block) length as the constraint (block) length tends to infinity. We prove that one can bound the the free pseudodistance growth rate over a BEC from below (respectively, above) using the associated tail-biting (terminated) SC-LDPC code ensemble and show empirically that these bounds coincide for a sufficiently large period, which gives the exact free pseudodistance growth rate for the SC-LDPC ensemble considered.
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关键词
free pseudodistance growth rate,minimum pseudoweight,pseudocodewords,associated tail-biting-terminated,binary erasure channel,SC-LDPC code ensembles,finite graph covers,periodically time-varying spatially coupled LDPC codes,iterative message-passing decoding,pseudodistance growth rates,BEC
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