二进制对称信道随机LDPC译码的标度方法

Kuo-Lun Huang, V. Gaudet, M. Salehi
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引用次数: 8

摘要

随机译码是一种针对低密度奇偶校验(LDPC)码的译码算法,可以降低路由拥塞。在随机解码器中,随机化是产生随机比特的关键。在本文中,我们提出了一种基于二进制对称信道模型的随机LDPC解码的缩放方法,该方法与信道错误概率无关,从而降低了接收到的消息转换为随机流的复杂性。该方法不仅提高了随机译码的误码率性能,而且降低了随机译码的误差下限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A scaling method for stochastic LDPC decoding over the binary symmetric channel
Stochastic decoding is a decoding algorithm for Low-Density Parity-Check (LDPC) codes that leads to lowered routing congestion. Randomization is crucial for generating stochastic bits in stochastic decoders. In this paper, we propose a scaling method for stochastic LDPC decoding over the binary symmetric channel model that is independent of the channel error probability, and thus reduces the complexity in the conversion of received messages into stochastic streams. The scaling method not only improves the error rate performance, but lowers the error floor for stochastic decoding.
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