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短LDPC码和RS码基于BP算法的性能比较
引用本文:韩壮,酆广增,卞银兵.短LDPC码和RS码基于BP算法的性能比较[J].重庆邮电学院学报(自然科学版),2009(1).
作者姓名:韩壮  酆广增  卞银兵
作者单位:南京邮电大学通信与信息工程学院;
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。

关 键 词:短LDPC码  RS码  BP算法  LLR-BP算法  ABP算法  

Performance comparison of short LDPC and RS codes based on BP algorithm
HAN Zhuang,FENG Guang-zeng,BIAN Yin-bing.Performance comparison of short LDPC and RS codes based on BP algorithm[J].Journal of Chongqing University of Posts and Telecommunications(Natural Sciences Edition),2009(1).
Authors:HAN Zhuang  FENG Guang-zeng  BIAN Yin-bing
Affiliation:College of Telecommunication and Information Engineering;Nanjing University of Posts and Telecommunications;Nanjing 210003;P.R.China
Abstract: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 deco...
Keywords:short LDPC codes  reed-solomon codes  belief-propagation algorithm  LLR-BP algorithm  adaptive BP algorithm  
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