Improved BP Decoding Algorithm for LDPC Codes

被引：0
|
作者：
Wang, Lina [1 ]
Liu, Xiao [1 ]
机构：
[1] Univ Sci & Technol Beijing, Dept Commun Engn, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
来源：
ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2 | 2014年 / 846-847卷
关键词：
low density parity check codes; belief propagation; decoding algorithm;
D O I：
10.4028/www.scientific.net/AMR.846-847.925
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, an improved belief propagation decoding algorithm was proposed for low density parity check codes. In the proposed decoding process, error bits can be detected once again after hard-decision in the conventional BP decoding algorithm. The detection criterion is based on check matrix characteristics and D-value between prior probability and posterior probability. Simulation results demonstrate the performance of the improved BP decoding algorithm outperform that of the conventional BP decoding algorithm.
引用
收藏
页码：925 / 928
页数：4
相关论文
共 50 条
  • [41] MP&A* hybrid decoding algorithm for LDPC codes
    Ho, Chia-Lu
    Yang, Hsu-Hung
    [J]. International Journal of Electrical Engineering, 2010, 17 (06): : 399 - 404
  • [42] A decoding algorithm for finite-geometry LDPC codes
    Liu, ZY
    Pados, DA
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2005, 53 (03) : 415 - 421
  • [43] A Variant of the EMS Decoding Algorithm for Nonbinary LDPC Codes
    Zhao, Shancheng
    Lu, Zhifei
    Ma, Xiao
    Bai, Baoming
    [J]. IEEE COMMUNICATIONS LETTERS, 2013, 17 (08) : 1640 - 1643
  • [44] Decoding algorithm of LDPC codes based on belief propagation
    Li, Ang
    Luo, Hanwen
    Chen, Qiang
    [J]. Jisuanji Gongcheng/Computer Engineering, 2005, 31 (20): : 38 - 40
  • [45] MP&A* mixed decoding algorithm for LDPC codes
    Ho, C. L.
    Yang, Hsu-Hung
    [J]. CNSR 2007: PROCEEDINGS OF THE FIFTH ANNUAL CONFERENCE ON COMMUNICATION NETWORKS AND SERVICES RESEARCH, 2007, : 239 - +
  • [46] Fully Parallel Fully Unrolled BP Decoding of LDPC and Polar Codes
    Hasani, Alireza
    Lopacinski, Lukasz
    Krstic, Milos
    Grass, Eckhard
    [J]. 2023 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, 2023,
  • [47] Layered BP decoding for rate-compatible punctured LDPC codes
    Ha, Jeongseok
    Klinc, Demijan
    Kwon, Jini
    McLaughlin, Steven W.
    [J]. IEEE COMMUNICATIONS LETTERS, 2007, 11 (05) : 440 - 442
  • [48] AN IMPROVED MIN-SUM BASED COLUMN-LAYERED DECODING ALGORITHM FOR LDPC CODES
    Lin, Jun
    Sha, Jin
    Wang, Zhongfeng
    Li, Li
    [J]. SIPS: 2009 IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS, 2009, : 238 - +
  • [49] Improved sliding window decoding algorithm based on information reserved for spatially coupled LDPC codes
    Liu, Yang
    Qian, Yanzhi
    Wang, Bin
    Zhang, Yuzhi
    [J]. PHYSICAL COMMUNICATION, 2024, 64
  • [50] Research of an Improved BP Decoding Algorithm
    Wu, Guoqiang
    Sun, Zhaowei
    [J]. IEEC 2009: FIRST INTERNATIONAL SYMPOSIUM ON INFORMATION ENGINEERING AND ELECTRONIC COMMERCE, PROCEEDINGS, 2009, : 36 - 39
12345