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Blind separation of cyclostationary signals from instantaneous mixtures

Xiang, Yong, Yu, Wensheng, Zheng, Hong and Nahavandi, Saeid 2004, Blind separation of cyclostationary signals from instantaneous mixtures, in WCICA 2004 : Fifth World Congress on Intelligent Control and Automation, June 15-19, 2004, Hangzhou, China : conference proceedings, IEEE Xplore, Piscataway, N.J., pp. 309-312.

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Title Blind separation of cyclostationary signals from instantaneous mixtures
Author(s) Xiang, YongORCID iD for Xiang, Yong orcid.org/0000-0003-3545-7863
Yu, Wensheng
Zheng, Hong
Nahavandi, SaeidORCID iD for Nahavandi, Saeid orcid.org/0000-0002-0360-5270
Conference name World Congress on Intelligent Control and Automation (5th : 2004 : Hangzhou, China)
Conference location Hangzhou, China
Conference dates 15-19 June 2004
Title of proceedings WCICA 2004 : Fifth World Congress on Intelligent Control and Automation, June 15-19, 2004, Hangzhou, China : conference proceedings
Editor(s) Chu, Jian
Publication date 2004
Start page 309
End page 312
Publisher IEEE Xplore
Place of publication Piscataway, N.J.
Keyword(s) blind source separation
second order statistics
cyclostationary signals
instantaneous mixture
Summary This paper presents a new approach for blind separation of unknown cyclostationary signals from instantaneous mixtures. The proposed method can perfectly separate the mixed source signals so long as they have either different cyclic frequencies or clock phases. This is a weaker condition than those required by the algorithms. The separation criterion is to diagonalize a polynomial matrix whose coefficient matrices consist of the correlation and cyclic correlation matrices, at time delay τ=0, of multiple measurements.
Notes This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
ISBN 0780382730
9780780382732
Language eng
Field of Research 090609 Signal Processing
HERDC Research category E1 Full written paper - refereed
Copyright notice ©2004, IEEE
Free to Read? Yes
Persistent URL http://hdl.handle.net/10536/DRO/DU:30005360

Document type: Conference Paper
Collections: School of Engineering and Technology
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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.