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短LDPC码和RS码基于BP算法的性能比较 被引量:5

Performance comparison of short LDPC and RS codes based on BP algorithm
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摘要 LDPC码和RS码是目前2种较为常见的纠错编码,在深空通信方面有着广泛的应用。在相同码长和码率的情况下,对短LDPC码和RS码2种线性分组码在AWGN信道下进行了基于BP算法的性能比较。短LDPC码使用LLR-BP算法,RS码使用自适应置信度传播(ABP)算法。仿真结果表明,基于相同条件下,短LDPC码比较RS码表现出优越的译码性能。 LDPC and RS codes are two common error correcting codes, which have been widely used in deep space communication. This paper investigates the performance comparisons between short LDPC and RS codes in AWGN channel based on BP algorithm. Both of the two linear block codes have same code length and code rate. The short codes used the LLR belief propagation algorithm and reed-solomon codes used the adaptive BP algorithm. Simulation results show that under the same conditions, short LDPC codes demonstrate better decoding performance than RS codes.
出处 《重庆邮电大学学报(自然科学版)》 北大核心 2009年第1期61-65,共5页 Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition)
关键词 短LDPC码 RS码 BP算法 LLR—BP算法 ABP算法 short LDPC codes reed-solomon codes belief-propagation algorithm LLR-BP algorithm adaptive BP algo- rithm
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