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