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Approximate Diagonalization Approach to Blind Source Separation with a Subset of Matrices

Tomé, A. M. ; Lang, Elmar



Abstract

In Blind Source Separation problems it is assumed that the approximate diagonalization of a matrix set achieves more robust solutions than the simultaneous diagonalization of a matrix pencil. In this work we will analyse approximate diagonalization methods using a generalized eigendecomposition (GED) of any pair of a given matrix set. The constraints of GED solutions provide a criterion to ...

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