北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2012, Vol. 35 ›› Issue (4): 116-119.doi: 10.13190/jbupt.201204.116.liuyh

• 研究报告 • 上一篇    下一篇

结构化LDPC码的改进比特翻转译码算法

刘原华 张美玲   

  1. 西安邮电大学 通信与信息工程学院
  • 收稿日期:2011-10-04 修回日期:2012-04-04 出版日期:2012-08-28 发布日期:2012-07-08
  • 通讯作者: 刘原华 E-mail:yuanhliu@163.com
  • 作者简介:刘原华(1983),女,讲师,博士,E-mail:yuanhliu@163.com
  • 基金资助:

    国家重点基础研究发展计划项目(2012CB328300);国家自然科学基金项目(61001131,61201194);陕西省教育厅专项科研计划项目(11JK1007);西安邮电大学青年教师基金项目(0001286)

Improved Bit-Flipping Method for Decoding Structured  Low-Density Parity-Check Codes

LIU Yuan-hua, ZHANG Mei-ling   

  1. School of Telecommunication and Information Engineering, Xi'an University of Posts and Telecommunications
  • Received:2011-10-04 Revised:2012-04-04 Online:2012-08-28 Published:2012-07-08
  • Contact: Yuan-Hua LIU E-mail:yuanhliu@163.com

摘要:

为提高结构化低密度奇偶校验码的硬判决比特翻转译码算法的性能,提出了一种极低复杂度的改进比特翻转译码算法. 该算法利用信道输出序列的幅度将硬判决比特分成两组,在每轮迭代中,利用两个译码门限对多个比特进行翻转,降低了每次翻转比特时发生错误的概率,在加快译码收敛速度的同时实现了译码性能的提高;并且该算法仅在迭代前需要实数运算,而在每轮迭代中只需逻辑运算即可,复杂度极低. 仿真结果表明,该算法以极低的复杂度获得了较快的译码收敛速度和优异的译码性能. 

关键词: 低密度奇偶校验码, 比特翻转, 迭代译码

Abstract:

An improved bit-flipping (BF) algorithm with low complexity for decoding structured lowdensity parity-check codes (LDPC) is proposed to improve the performance of the harddecision BF algorithm. The harddecision bits are divided into two groups based on the magnitudes of the received symbols, and at each iteration, the proposed algorithm can flip more than one bit with using two thresholds, and the flipping error probability is effectively decreased. The improved BF algorithm requires some real number comparisons before iterations and requires only logical operations during the iterations. Compared with the weighted bitflipping algorithm and its modifications, the new method is with significantly lower complexity. Simulations show that the proposed algorithm is provided with very fast convergence speed and excellent performance with significantly low complexity.

Key words: low-density parity-check codes, bit-flipping, iterative method

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