DocumentCode :
1943362
Title :
Referenced contrasts a new approach to the problem of blind source separation
Author :
Adib, Abdellah ; Moreau, Eric ; Aboutajdine, Driss
Author_Institution :
Inst. Sci., Rabat, Morocco
Volume :
2
fYear :
2003
fDate :
1-4 July 2003
Firstpage :
97
Abstract :
We present a general theory for the closed-form parametric estimation of the unitary mixing matrix after prewhitening in the blind separation of source signals. The proposed methodology is based on the maximization of referenced contrast. We present a general method to construct a referenced contrast functions for blind source separation. It is based on an integration of a reference system to the separating scheme. Simulations in a variety of separation scenarios assess and validate the method studied.
Keywords :
blind source separation; matrix algebra; optimisation; parameter estimation; blind source separation; closed-form parametric estimation; referenced contrast functions; unitary mixing matrix; Biomedical measurements; Biomedical signal processing; Blind source separation; Microwave integrated circuits; Reactive power; Signal processing algorithms; Source separation; Speech processing; Symmetric matrices; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
Type :
conf
DOI :
10.1109/ISSPA.2003.1224824
Filename :
1224824
Link To Document :
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