DocumentCode
420581
Title
Blind separation of cyclostationary signals from instantaneous mixtures
Author
Yong Xiang ; Yu, Wensheng ; Zheng, Hong ; Nahavandi, Saeid
Author_Institution
Sch. of Eng. & Technol., Deakin Univ., Geelong, Vic., Australia
Volume
1
fYear
2004
fDate
15-19 June 2004
Firstpage
309
Abstract
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.
Keywords
blind source separation; correlation methods; polynomial matrices; blind source separation; coefficient matrices; cyclic correlation matrices; cyclostationary signals; instantaneous mixtures; polynomial matrix diagonalization; signal separation; time delay; Automation; Blind source separation; Clocks; Delay effects; Frequency; Paper technology; Polynomials; Sensor arrays; Source separation; Statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN
0-7803-8273-0
Type
conf
DOI
10.1109/WCICA.2004.1340581
Filename
1340581
Link To Document