基于LLR值符号变化的lbp解码器早期终止方法

Cenk Albayrak, Cemaleddin Şimşek, K. Türk
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引用次数: 1

摘要

本文提出了一种新的鲁比变换(LT)信念传播(BP)解码器的早期终止方法。该方法仅通过观察BP解码器结构中对数似然比(LLR)信息的符号变化来判断BP解码器输出是否收敛于原始数据位。仿真结果和复杂度分析表明,与文献中常用的早期终止方法相比,该方法计算复杂度低,平均迭代量小。此外,该方法不会导致BP解码器的性能下降。该方法可方便地应用于低密度奇偶校验码(LDPC)、极性码和Raptor码等可被BP算法解码的码族。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sign alterations of LLR values based early termination method for LT BP decoder
In this letter, a new early termination method is proposed for Luby transform (LT) belief propagation (BP) decoder. The proposed method is decided whether BP decoder output converges to original data bits by observing only sign alterations of log-likelihood ratio (LLR) messages in BP decoder structure. Simulation results and complexity analyzes show that proposed method has low computational complexity and small average iteration amounts compared to conventional early termination methods in literature. In addition to this, the proposed method doesn't cause any performance degradation in BP decoder. The method can be easily applied to code families which can be decoded by BP algorithm such as low density parity check (LDPC) codes, polar codes and Raptor codes.
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