An improved ROMP sparse channel estimation algorithm in OFDM system

Lidan Mei; Fei Gao; Hongyun Pan; Yanming Xue

doi:10.1109/ICSPCC.2015.7338796

An improved ROMP sparse channel estimation algorithm in OFDM system

Lidan Mei, Fei Gao, Hongyun Pan, Yanming Xue

信息与电子学院

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

4 引用（Scopus）

摘要

In order to improve the accuracy of channel estimation in OFDM system, an improved algorithm Regularized Orthogonal Matching Pursuit (ROMP) Algorithm is proposed. The algorithm avoids choosing the wrong group and makes the group of atoms'energy more concentrated which is selected by modified regularized principle, then adds the secondary screening of estimation results, achieves an accurate reconstruction of original signal. Simulation results show that, in OFDM system, compared with ROMP and Orthogonal Matching Pursuit (OMP) algorithms, the proposed algorithm can get better performance in Mean Squared Error (MSE) and Symbol Error Rate (SER), improve the accuracy of sparse channel estimation.

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	https://doi.org/10.1109/ICSPCC.2015.7338796
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

出版系列

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

访问文件

10.1109/ICSPCC.2015.7338796

其它文件与链接

链接到 Scopus 的出版物

引用此

Mei, L., Gao, F., Pan, H., & Xue, Y. (2015). An improved ROMP sparse channel estimation algorithm in OFDM system. 在 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015 文章 7338796 (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSPCC.2015.7338796

Mei, Lidan ; Gao, Fei ; Pan, Hongyun 等. / An improved ROMP sparse channel estimation algorithm in OFDM system. 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015).

@inproceedings{e01fcb487233412c8b40e8c353dc5da1,

title = "An improved ROMP sparse channel estimation algorithm in OFDM system",

abstract = "In order to improve the accuracy of channel estimation in OFDM system, an improved algorithm Regularized Orthogonal Matching Pursuit (ROMP) Algorithm is proposed. The algorithm avoids choosing the wrong group and makes the group of atoms'energy more concentrated which is selected by modified regularized principle, then adds the secondary screening of estimation results, achieves an accurate reconstruction of original signal. Simulation results show that, in OFDM system, compared with ROMP and Orthogonal Matching Pursuit (OMP) algorithms, the proposed algorithm can get better performance in Mean Squared Error (MSE) and Symbol Error Rate (SER), improve the accuracy of sparse channel estimation.",

keywords = "Compressive sensing, OFDM, ROMP algorithm, Sparse channel estimation",

author = "Lidan Mei and Fei Gao and Hongyun Pan and Yanming Xue",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015 ; Conference date: 19-09-2015 Through 22-09-2015",

year = "2015",

month = nov,

day = "25",

doi = "10.1109/ICSPCC.2015.7338796",

language = "English",

series = "2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015",

address = "United States",

}

Mei, L, Gao, F, Pan, H & Xue, Y 2015, An improved ROMP sparse channel estimation algorithm in OFDM system. 在 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015., 7338796, 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015, Institute of Electrical and Electronics Engineers Inc., 5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015, Ningbo, Zhejiang, 中国, 19/09/15. https://doi.org/10.1109/ICSPCC.2015.7338796

An improved ROMP sparse channel estimation algorithm in OFDM system. / Mei, Lidan; Gao, Fei; Pan, Hongyun 等.
2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. 7338796 (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - An improved ROMP sparse channel estimation algorithm in OFDM system

AU - Mei, Lidan

AU - Gao, Fei

AU - Pan, Hongyun

AU - Xue, Yanming

PY - 2015/11/25

Y1 - 2015/11/25

N2 - In order to improve the accuracy of channel estimation in OFDM system, an improved algorithm Regularized Orthogonal Matching Pursuit (ROMP) Algorithm is proposed. The algorithm avoids choosing the wrong group and makes the group of atoms'energy more concentrated which is selected by modified regularized principle, then adds the secondary screening of estimation results, achieves an accurate reconstruction of original signal. Simulation results show that, in OFDM system, compared with ROMP and Orthogonal Matching Pursuit (OMP) algorithms, the proposed algorithm can get better performance in Mean Squared Error (MSE) and Symbol Error Rate (SER), improve the accuracy of sparse channel estimation.

AB - In order to improve the accuracy of channel estimation in OFDM system, an improved algorithm Regularized Orthogonal Matching Pursuit (ROMP) Algorithm is proposed. The algorithm avoids choosing the wrong group and makes the group of atoms'energy more concentrated which is selected by modified regularized principle, then adds the secondary screening of estimation results, achieves an accurate reconstruction of original signal. Simulation results show that, in OFDM system, compared with ROMP and Orthogonal Matching Pursuit (OMP) algorithms, the proposed algorithm can get better performance in Mean Squared Error (MSE) and Symbol Error Rate (SER), improve the accuracy of sparse channel estimation.

KW - Compressive sensing

KW - OFDM

KW - ROMP algorithm

KW - Sparse channel estimation

UR - http://www.scopus.com/inward/record.url?scp=84960977271&partnerID=8YFLogxK

U2 - 10.1109/ICSPCC.2015.7338796

DO - 10.1109/ICSPCC.2015.7338796

M3 - Conference contribution

AN - SCOPUS:84960977271

T3 - 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015

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

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 5th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015

Y2 - 19 September 2015 through 22 September 2015

ER -

Mei L, Gao F, Pan H, Xue Y. An improved ROMP sparse channel estimation algorithm in OFDM system. 在 2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015. Institute of Electrical and Electronics Engineers Inc. 2015. 7338796. (2015 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2015). doi: 10.1109/ICSPCC.2015.7338796

An improved ROMP sparse channel estimation algorithm in OFDM system

摘要

出版系列

会议

访问文件

其它文件与链接

指纹

引用此