Source separation contrasts using a reference signal

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.

[1]  Pierre Comon,et al.  Independent component analysis, A new concept? , 1994, Signal Process..

[2]  Eric Moreau,et al.  Nonsymmetrical contrasts for sources separation , 1999, IEEE Trans. Signal Process..

[3]  Karl-Dirk Kammeyer,et al.  Blind source separation for communication signals using antenna arrays , 1998, ICUPC '98. IEEE 1998 International Conference on Universal Personal Communications. Conference Proceedings (Cat. No.98TH8384).

[4]  Eric Moreau,et al.  A generalization of joint-diagonalization criteria for source separation , 2001, IEEE Trans. Signal Process..

[5]  J. Cardoso,et al.  Blind beamforming for non-gaussian signals , 1993 .

[6]  C. L. Nikias,et al.  Higher-order spectra analysis : a nonlinear signal processing framework , 1993 .

[7]  Eric Moreau,et al.  Criteria for complex sources separation , 1996, 1996 8th European Signal Processing Conference (EUSIPCO 1996).