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
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
  • [1] An Improved Message Passing Schedule of BP-Based Decoding Algorithm for LDPC Codes
    Dong, Jingru
    Yin, Hang
    Wang, Sijia
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2016, : 480 - 484
  • [2] A Novel Log-BP Decoding Algorithm for LDPC Codes
    Wang, Jun
    Yang, Shu-Hui
    [J]. 2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 1, PROCEEDINGS, 2009, : 305 - 307
  • [3] A BP decoding algorithm based on nodes residual for LDPC codes
    Wang Zhong-xun
    Wang Xing-cheng
    Yu Xin-qiao
    Guo Dong
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND INFORMATION SECURITY (WCNIS), VOL 2, 2010, : 124 - 127
  • [4] Improved BP decoding algorithm for Polar codes
    Hong, Yinfang
    Li, Hui
    Wang, Xinmei
    [J]. Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2016, 43 (04): : 39 - 44
  • [5] Improved BP Decoding Algorithm for Nonbinary LDPC Codes Based on Bit-flipping Method
    Teng Man
    Liu Xingcheng
    Deng Zerong
    [J]. 2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, VOLS 1 AND 2, PROCEEDINGS, 2008, : 376 - 380
  • [6] An Improved-Performance Decoding Algorithm of LDPC Codes for Layered Decoding
    Li, Jia
    Yang, Gaigai
    Zhao, Zhiqiang
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION PROBLEM-SOLVING (ICCP), 2014, : 318 - 321
  • [7] A Merged BP Decoding Algorithm for Polar-LDPC Concatenated Codes
    Liu, Jiaai
    Jing, Shusen
    You, Xiaohu
    Zhang, Chuan
    [J]. 2017 22ND INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2017,
  • [8] An Improved Decoding Algorithm for Finite-Geometry LDPC Codes
    Ngatched, Telex Magloire Nkouatchah
    Takawira, Fambirai
    Bossert, Martin
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2009, 57 (02) : 302 - 306
  • [9] An improved decoding algorithm for finite-geometry LDPC codes
    Bian, Yueguang
    Wang, Youzheng
    Wang, Jing
    [J]. IEICE TRANSACTIONS ON COMMUNICATIONS, 2007, E90B (04) : 978 - 981
  • [10] Modification of improved decoding algorithm for LDPC codes over BEC
    Jiao, X-P.
    Mu, J. J.
    Zhou, L. -H.
    [J]. ELECTRONICS LETTERS, 2008, 44 (08) : 542 - 544