Blind source separation based on phase and frequency redundancy of cyclostationary signals


Autoria(s): Xiang, Yong; Yu, Wensheng; Zhang, Jingxin; An, Senjian
Data(s)

01/12/2004

Resumo

This paper presents a new method for blind source separation by exploiting phase and frequency redundancy of cyclostationary signals in a complementary way. It requires a weaker separation condition than those methods which only exploit the phase diversity or the frequency diversity of the source signals. The separation criterion is to diagonalize a polynomial matrix whose coefficient matrices consist of the correlation and cyclic correlation matrices, at time delay .TAU. = 0, of multiple measurements. An algorithm is proposed to perform the blind source separation. Computer simulation results illustrate the performance of the new algorithm in comparison with the existing ones.<br />

Identificador

http://hdl.handle.net/10536/DRO/DU:30002547

Idioma(s)

eng

Publicador

Institute of Electronics, Information and Communication Engineers

Relação

http://dro.deakin.edu.au/eserv/DU:30002547/n20040608.pdf

http://www.ia.ac.cn/personal/wensheng.yu/XYZA2004j.pdf

Palavras-Chave #blind source separation #second order statistics #cyclostationary signals #instantaneous mixture
Tipo

Journal Article