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Complexity-Reducing Algorithm for Serial Scheduled Min-Sum Decoding of LDPC Codes

机译:LDPC码串行调度最小和译码的复杂度降低算法

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摘要

We propose a complexity-reducing algorithm for serial scheduled min-sum decoding that reduces the number of check nodes to process during an iteration. The check nodes to skip are chosen based on the reliability, a syndrome and a log-likelihood-ratio (LLR) value, of the incoming messages. The proposed algorithm is evaluated by computer simulations and shown to reduce the decoding complexity about 20 compared with a conventional serial scheduled min-sum decoding with small fractional decibel degradation in error correction performance.
机译:我们提出了一种用于串行调度最小和解码的复杂性降低算法,该算法减少了迭代期间要处理的检查节点的数量。根据传入消息的可靠性、综合征和对数似然比 (LLR) 值选择要跳过的检查节点。通过计算机仿真对所提算法进行了评估,结果表明,与传统的串行调度最小和解码相比,该算法在纠错性能方面降低了约20%的分数分贝。

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