Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm

H. Zheng; B. Yan; H. Y. Su; Y. J. Liu; Z. Abderrahmen

doi:10.1201/b18049-30

Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm

H. Zheng, B. Yan, H. Y. Su, Y. J. Liu, Z. Abderrahmen

计算机学院

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

摘要

Blind Source Separation (BSS) is used to estimate N unknown transmitted signals from the only knowledge of a set of P observation signals. This paper presents a new approach called CMA-norm based on the polynomial norm functions. It combines the CMA term with a Constellation Matching Error term to force the estimated symbols to converge to the original constellation symbols. Through several simulations performed and comparing to CMA, the proposed algorithm not only compensates the phase, but also presents good separation performance in terms of SINR and speed of convergence.

源语言	英语
主期刊名	Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014
编辑	Dawei Zheng
出版商	CRC Press/Balkema
页	127-130
页数	4
ISBN（印刷版）	9781138026537
DOI	https://doi.org/10.1201/b18049-30
出版状态	已出版 - 2015
活动	International Conference on Future Communication, Information and Computer Science, FCICS 2014 - Beijing, 中国期限: 22 5月 2014 → 23 5月 2014

出版系列

姓名	Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014

会议

会议	International Conference on Future Communication, Information and Computer Science, FCICS 2014
国家/地区	中国
市	Beijing
时期	22/05/14 → 23/05/14

访问文件

10.1201/b18049-30

其它文件与链接

链接到 Scopus 的出版物

引用此

Zheng, H., Yan, B., Su, H. Y., Liu, Y. J., & Abderrahmen, Z. (2015). Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm. 在 D. Zheng (编辑), Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014 (页码 127-130). (Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014). CRC Press/Balkema. https://doi.org/10.1201/b18049-30

Zheng, H. ; Yan, B. ; Su, H. Y. 等. / Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm. Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014. 编辑 / Dawei Zheng. CRC Press/Balkema, 2015. 页码 127-130 (Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014).

@inproceedings{b26a8a5eae3346caad1ec36d8dc8b0cd,

title = "Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm",

abstract = "Blind Source Separation (BSS) is used to estimate N unknown transmitted signals from the only knowledge of a set of P observation signals. This paper presents a new approach called CMA-norm based on the polynomial norm functions. It combines the CMA term with a Constellation Matching Error term to force the estimated symbols to converge to the original constellation symbols. Through several simulations performed and comparing to CMA, the proposed algorithm not only compensates the phase, but also presents good separation performance in terms of SINR and speed of convergence.",

keywords = "BSS, Blind source separation, Constant modulus",

author = "H. Zheng and B. Yan and Su, {H. Y.} and Liu, {Y. J.} and Z. Abderrahmen",

note = "Publisher Copyright: {\textcopyright} 2015 Taylor & Francis Group, London.; International Conference on Future Communication, Information and Computer Science, FCICS 2014 ; Conference date: 22-05-2014 Through 23-05-2014",

year = "2015",

doi = "10.1201/b18049-30",

language = "English",

isbn = "9781138026537",

series = "Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014",

publisher = "CRC Press/Balkema",

pages = "127--130",

editor = "Dawei Zheng",

booktitle = "Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014",

}

Zheng, H, Yan, B, Su, HY, Liu, YJ & Abderrahmen, Z 2015, Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm. 在 D Zheng (编辑), Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014. Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014, CRC Press/Balkema, 页码 127-130, International Conference on Future Communication, Information and Computer Science, FCICS 2014, Beijing, 中国, 22/05/14. https://doi.org/10.1201/b18049-30

Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm. / Zheng, H.; Yan, B.; Su, H. Y. 等.
Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014. 编辑 / Dawei Zheng. CRC Press/Balkema, 2015. 页码 127-130 (Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm

AU - Zheng, H.

AU - Yan, B.

AU - Su, H. Y.

AU - Liu, Y. J.

AU - Abderrahmen, Z.

PY - 2015

Y1 - 2015

N2 - Blind Source Separation (BSS) is used to estimate N unknown transmitted signals from the only knowledge of a set of P observation signals. This paper presents a new approach called CMA-norm based on the polynomial norm functions. It combines the CMA term with a Constellation Matching Error term to force the estimated symbols to converge to the original constellation symbols. Through several simulations performed and comparing to CMA, the proposed algorithm not only compensates the phase, but also presents good separation performance in terms of SINR and speed of convergence.

AB - Blind Source Separation (BSS) is used to estimate N unknown transmitted signals from the only knowledge of a set of P observation signals. This paper presents a new approach called CMA-norm based on the polynomial norm functions. It combines the CMA term with a Constellation Matching Error term to force the estimated symbols to converge to the original constellation symbols. Through several simulations performed and comparing to CMA, the proposed algorithm not only compensates the phase, but also presents good separation performance in terms of SINR and speed of convergence.

KW - BSS

KW - Blind source separation

KW - Constant modulus

UR - http://www.scopus.com/inward/record.url?scp=84940565114&partnerID=8YFLogxK

U2 - 10.1201/b18049-30

DO - 10.1201/b18049-30

M3 - Conference contribution

AN - SCOPUS:84940565114

SN - 9781138026537

T3 - Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014

SP - 127

EP - 130

BT - Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014

A2 - Zheng, Dawei

PB - CRC Press/Balkema

T2 - International Conference on Future Communication, Information and Computer Science, FCICS 2014

Y2 - 22 May 2014 through 23 May 2014

ER -

Zheng H, Yan B, Su HY, Liu YJ, Abderrahmen Z. Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm. 在 Zheng D, 编辑, Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014. CRC Press/Balkema. 2015. 页码 127-130. (Future Communication, Information and Computer Science - Proceedings of the International Conference on Future Communication, Information and Computer Science, FCICS 2014). doi: 10.1201/b18049-30

Blind source separation of QAM signals by using a novel optimality of the constant modulus algorithm

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