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Blind source recovery: algorithm comparison and fusion

Theis, Fabian J. ; Georgiev, P. ; Cichocki, A.



Abstract

We study different solutions of the so-called blind source recovery (BSR) problem: Given an m-dimensional mixture random process x(t) and an m£n mixing matrix A, solve the underdetermined equation x(t) = As(t)+e(t) with the unknown n-dimensional source process s(t) and noise e(t). For simplicity, we will assume that the processes are i.i.d. Moreover, s(t) has to satisfy additional assumptions ...

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