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Lowering Error Floor of LDPC Codes Using an Improved Parallel WBF Algorithm

机译:使用改进的并行WBF算法降低LDPC码的错误下限

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In weighted bit-flipping-based algorithms for low-density parity-check (LDPC) codes, due to the existence of overconfident incorrectly received bits, the metric values of the corresponding bits will always be wrong in the decoding process. Since these bits cannot be flipped, decoding failure results. To solve this problem, an improved parallel weighted bit flipping algorithm is proposed. Specifically, a reliability-saturation strategy is adopted to increase the flipping probability of the overconfident incorrectly received bits. Simulation results show that the error floor of LDPC codes is greatly lowered.
机译:在用于低密度奇偶校验(LDPC)码的基于加权位翻转的算法中,由于存在过度自信的错误接收位,因此相应位的度量值在解码过程中将始终是错误的。由于这些位不能翻转,因此会导致解码失败。为了解决这个问题,提出了一种改进的并行加权比特翻转算法。具体地,采用可靠性饱和策略来增加过度自信的错误接收比特的翻转概率。仿真结果表明,LDPC码的误码率大大降低。

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