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A modified Min-sum decoding algorithm for LDPC codes based on analysis of overestimating value

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Channel coding is necessary in satellite navigation system to ensure the validity of the navigation messages under the environment with weak signal. Min-sum algorithm is a frequently used decoding method for low density parity check (LDPC) codes. In this paper, a novel method is proposed, which modifies process of check node update in min-sum algorithm by subtracting the maximum overestimating value on output of check node. Simulation results show that the performance of proposed min-sum algorithm is close to log-likelihood-ratio-based belief-propagation (LLR-BP) algorithm and achieves a 0.3 dB coding gain than min-sum algorithm at bit error rate (BER) of 10-5. Also, its complexity is between LLR-BP algorithm and min-sum algorithm which could provide a new way for LDPC decoding of satellite navigation system.

源语言英语
主期刊名29th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2016
出版商Institute of Navigation
2839-2848
页数10
ISBN(电子版)9781510834101
DOI
出版状态已出版 - 2016
活动29th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2016 - Portland, 美国
期限: 12 9月 201616 9月 2016

出版系列

姓名29th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2016
4

会议

会议29th International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2016
国家/地区美国
Portland
时期12/09/1616/09/16

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