Title :
Source separation contrasts using a reference signal
Author :
Adib, Abdellah ; Moreau, Eric ; Aboutajdine, Driss
Author_Institution :
GSCM-Faculte des Sci. de Rabat, Morocco
fDate :
3/1/2004 12:00:00 AM
Abstract :
In this letter, we consider contrast functions, which are useful tools for the sources separation problem. We present new generalized contrasts by considering a so-called reference signal. In particular, this allows us to show that a criterion recently proposed in the literature is a contrast. Furthermore, a link with a joint-diagonalization criterion is also emphasized. Finally, we show that another classical contrast can also be extended by considering a reference signal.
Keywords :
blind source separation; higher order statistics; optimisation; blind source separation; contrast functions; high-order statistics; joint-diagonalization criterion; optimisation; reference signal; Data preprocessing; Reactive power; Source separation; Statistics;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.822894