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An improved CoSaMP sparse channel estimation algorithm in OFDM system

  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

In order to improve the accuracy and speed of channel estimation in OFDM system, an improved Compressive Sampling Matching Pursuit (CoSaMP) algorithm was proposed. The new algorithm which improves the estimation accuracy and the estimation speed, added a least square estimation process to the estimation results. Moreover it optimized the number of atoms in candidate set and the terminal conditions of iterations. Simulation results show, in OFDM system, the improved algorithm gains better MSE and BER estimation performance than CoSaMP and Orthogonal Matching Pursuit (OMP). Meanwhile, it has faster estimation speed than CoSaMP.

源语言英语
主期刊名2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781479989188
DOI
出版状态已出版 - 25 11月 2015
活动5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015 - Ningbo, Zhejiang, 中国
期限: 19 9月 2015 → 22 9月 2015

丛书

姓名2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015

会议

会议5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015
国家/地区中国
市Ningbo, Zhejiang
时期19/09/15 → 22/09/15

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