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AE-BP: Adaptive erasure belief propagation decoding algorithm of LDPC codes

  • Chaonian Guo
  • , Xiangxue Li*
  • , Dong Zheng
  • , Shengli Liu
  • , Jianhua Li
  • *此作品的通讯作者
  • Shanghai Jiao Tong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In the decoding process of LDPC codes, variable node messages often fluctuate continuously and thereby become the hindrance to the successful decoding. This paper proposes an Adaptive Erasure Belief Propagation (AE-BP) decoding algorithm to reduce the influence of these unreliable messages. The idea behind AE-BP is recording the continuous fluctuant times of variable nodes by introducing a sequence of counters, and then adaptively erasing the messages according to their fluctuant times so that other messages would recover to more precise states. Semi-Gaussian approximation demonstrates adaptive erasure is a good candidate towards offsetting the defect of unreliable messages. Experimental simulations show that, for LDPC codes AE-BP outperforms most decoding algorithms in the literature.

源语言英语
主期刊名NCM 2009 - 5th International Joint Conference on INC, IMS, and IDC
479-483
页数5
DOI
出版状态已出版 - 2009
已对外发布
活动NCM 2009 - 5th International Joint Conference on Int. Conf. on Networked Computing, Int. Conf. on Advanced Information Management and Service, and Int. Conf. on Digital Content, Multimedia Technology and its Applications - Seoul, 韩国
期限: 25 8月 200927 8月 2009

出版系列

姓名NCM 2009 - 5th International Joint Conference on INC, IMS, and IDC

会议

会议NCM 2009 - 5th International Joint Conference on Int. Conf. on Networked Computing, Int. Conf. on Advanced Information Management and Service, and Int. Conf. on Digital Content, Multimedia Technology and its Applications
国家/地区韩国
Seoul
时期25/08/0927/08/09

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