| 一种基于BP短LDPC码的改进级联算法 |
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| 引用本文： | 韩壮,酆广增.一种基于BP短LDPC码的改进级联算法[J].重庆邮电大学学报(自然科学版),2010,22(1):50-53. |
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| 作者姓名： | 韩壮 酆广增 |
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| 作者单位： | 南京邮电大学通信与信息工程学院,江苏,南京,210003;南京邮电大学通信与信息工程学院,江苏,南京,210003 |
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| 基金项目： | 江苏省高校自然科学研究计划项目，江苏省高校研究生创新计划 |
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| 摘 要： | 对短LDPC码的分阶统计译码(OSD)算法进行了分析,研究了BP和OSD的级联算法及对数似然比累积算法,考虑到译码复杂度和性能的折中,提出了一种改进的级联算法,用最小和算法替代BP算法,然后与对数似然比累计算法进行级联.仿真结果表明,和原始的BP算法相比,译码性能有了很大的提升;和BP-OSD级联算法相比,译码复杂度降低,性能几乎一致.
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| 关 键 词： | 短LDPC码 分阶统计译码(OSD)算法 BP和OSD的级联算法 对数似然比累积算法 最小和算法 |
| 收稿时间： | 2008/12/8 0:00:00 |
An improved BP-based concatenation algorithm of short LDPC codes |
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| HAN Zhuang,FENG Guang-zeng.An improved BP-based concatenation algorithm of short LDPC codes[J].Journal of Chongqing University of Posts and Telecommunications,2010,22(1):50-53. |
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| Authors: | HAN Zhuang FENG Guang-zeng |
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| Institution: | College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, P. R. China |
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| Abstract: | This paper analyses the ordered statistic decoding (OSD) algorithm of short LDPC codes and investigates BP-OSD concatenation algorithm and LLR accumulation algorithm. Considering the tradeoff between the complexity and performance of decoding, the min-sum algorithm was used instead of the BP algorithm, and it was concatenated with LLR accumulation algorithm. Simulation results show that compared with the original BP algorithm, the performance of the improved concatenation algorithm has been greatly raised, and compared with the BP-OSD concatenation algorithm, its decoding complexity has been reduced and the performance is nearly the same. |
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| Keywords: | short LDPC codes ordered statistic decoding (OSD) algorithm BP-OSD concatenation algorithm LLR accumulation algorithm min-sum algorithm |
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