The generalized eigen-decomposition approach to blind source problems

The blind source separation problem was recently addressed as a generalized eigenvalue decompisition (GSVD) problem. This work is concerned with the formalization of the method using linear algebra statements. This mathematical framework also reveals a new method to compute the two correlation matrices used in the approach.