DocumentCode
2685251
Title
Blind separation of cyclostationary sources using non-orthogonal approximate joint diagonalization
Author
CheViet, N. ; El Badaoui, M. ; Belouchrani, Adel ; Guillet, François
Author_Institution
Lab. d´´Analyse des Signaux & des Processus Industriels, Roanne
fYear
2008
fDate
21-23 July 2008
Firstpage
492
Lastpage
495
Abstract
This paper presents a new technique for the blind separation of cyclostationary signals by exploiting the cyclostationary nonstochastic temporal-probability models (fraction on time FOT) for signals (time-series) with periodic structure. The proposed approach is based on the joint diagonalization nonorthogonal of a set of matrices which have the same structure, then it can be simultaneously separating all sources without any restrictions and distributions to the number of cyclic frequencies of each sources. Simulation results are provided to illustrate the effectiveness of the proposed approach.
Keywords
blind source separation; periodic structures; time series; blind source separation; cyclic frequencies; cyclostationary nonstochastic temporal-probability models; cyclostationary signals; cyclostationary sources; nonorthogonal approximate joint diagonalization; periodic structure; time-series; Additive noise; Blind source separation; Frequency diversity; Frequency estimation; Periodic structures; Signal analysis; Signal processing; Source separation; Stochastic processes; Time series analysis; Blind source separation (BSS); Cyclostationary source (CS); Fraction on Time; time-series;
fLanguage
English
Publisher
ieee
Conference_Titel
Sensor Array and Multichannel Signal Processing Workshop, 2008. SAM 2008. 5th IEEE
Conference_Location
Darmstadt
Print_ISBN
978-1-4244-2240-1
Electronic_ISBN
978-1-4244-2241-8
Type
conf
DOI
10.1109/SAM.2008.4606919
Filename
4606919
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