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Stopping Criterion for LDPC Decoder based on PEXIT Chart Analysis

机译:基于PEXIT图表分析的LDPC解码器停止准则

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In this paper, an early stopping scheme is proposed for low-density parity-check (LDPC) decoders. The proposed scheme predicts that the LDPC decoder will not be able to correct errors and then stops the iterative decoding process before reaching the maximum number of iterations. When the number of parity checks unsatisfied at both the $l-$th and the $(l-T)-$th decoding iterations is larger than a threshold, the decoder with the proposed scheme predicts that the decoding of the codeword is failed at the last iteration. Protograph-based extrinsic information transfer (PEXIT) chart analysis is used to determine the threshold. Simulation results show that the LDPC decoder can correct errors with the lower average number of iterations by using both the conventional syndrome test and proposed scheme.
机译:本文提出了一种针对低密度奇偶校验(LDPC)解码器的早期停止方案。提出的方案预测LDPC解码器将无法纠正错误,然后在达到最大迭代次数之前停止迭代解码过程。当在$ l- $ th和$(lT)-$ th解码迭代中均不满意的奇偶校验的数量大于阈值时,采用所提出方案的解码器会预测码字的解码最后会失败迭代。基于Protograph的外部信息传输(PEXIT)图表分析用于确定阈值。仿真结果表明,LDPC解码器可以通过使用常规校验子测试和拟议方案来以较低的平均迭代次数来纠正错误。

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