上海大学学报(自然科学版) ›› 2017, Vol. 23 ›› Issue (4): 510-516.doi: 10.12066/j.issn.1007-2861.1674

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基于校验和更新的低复杂度LDPC码硬判决译码算法

吴伊蒙, 石志东, 邓斌   

  1. 上海大学通信与信息工程学院, 上海 200444
  • 收稿日期:2015-09-28 出版日期:2017-08-30 发布日期:2017-08-30
  • 通讯作者: 石志东(1964—), 男, 研究员, 博士生导师, 博士, 研究方向为光纤通信和传感器网络等. E-mail: zdshi@shu.edu.cn
  • 作者简介:石志东(1964—), 男, 研究员, 博士生导师, 博士, 研究方向为光纤通信和传感器网络等. E-mail: zdshi@shu.edu.cn
  • 基金资助:

    国家自然科学基金资助项目(11474195); 上海市自然科学基金资助项目(13ZR1440800)

Hard-decision decoding algorithm with low complexity based on check-sum updating for LDPC codes

WU Yimeng, SHI Zhidong, DENG Bin   

  1. School of Communication and Information Engineering, Shanghai University, Shanghai 200444, China
  • Received:2015-09-28 Online:2017-08-30 Published:2017-08-30

摘要:

为使低密度奇偶校验(low-density parity-check, LDPC)码的硬判决译码算法具有更低的计算复杂度和更高的译码性能, 提出了一种新的校验和计算算法, 具有较低的计算量, 可应用于现有的所有硬判决译码算法. 结合该算法对一种计算量近似于比特翻转(bit flipping,BF)算法的多阈值比特翻转(multi-threshold BF, MTBF)算法进行了进一步改进, 获得了更低的译码复杂度和更好的译码性能, 在迭代5次时获得了0.15 dB的性能增益.

关键词: 低复杂度, 多阈值比特翻转, 校验和更新, 硬判决译码, 低密度奇偶校验码

Abstract:

To reduce computational complexity of hard-decision decoding algorithms of low-density parity-check (LDPC) codes and improve decoding performance, a check-sums algorithm is proposed. It requires less computation, and is applicable to all existing harddecision algorithms. The algorithm is applied to a multi-threshold bit flipping (MTBF) algorithm whose computation complexity is similar to the bit flipping (BF) algorithm, and further improvement is made. The results show that the proposed algorithm can achieve a 0.15 dB performance gain after 5 iterations with lower computational complexity and better decoding performance.

Key words: check-sums updating, hard-decision decoding, multi-threshold bit flipping (MTBF), low complexity, low-density parity-check (LDPC) codes