Geometrical Interpretation of the PCA Subspace Approach for Overdetermined Blind Source Separation

<p/> <p>We discuss approaches for blind source separation where we can use more sensors than sources to obtain a better performance. The discussion focuses mainly on reducing the dimensions of mixed signals before applying independent component analysis. We compare two previously propose...

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Bibliographic Details
Main Authors: Winter S, Sawada H, Makino S
Format: Article
Language:English
Published: SpringerOpen 2006-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/ASP/2006/71632