DocumentCode :
827367
Title :
Comments on "CuBICA: Independent Component Analysis by Simultaneous third- and Fourth-Order Cumulant Diagonalization
Author :
Moreau, Eric
Author_Institution :
ISITV, Univ. du Sud Toulon Var, La Valette Du Var
Volume :
54
Issue :
12
fYear :
2006
Firstpage :
4826
Lastpage :
4828
Abstract :
Source separation based on joint diagonalization of cumulant matrices or tensors has led now to classical algorithms. In a previous paper by Blaschke and Wiskott, an algorithm based on the above principle is proposed. It combines third- and fourth-order cumulants and it is claimed to possess interesting properties. This comment has two objectives. We point out imprecisions of statement and we give additional references of closely related works, some of them presenting identical issues
Keywords :
higher order statistics; independent component analysis; matrix algebra; source separation; tensors; CuBICA; cumulant matrices; fourth-order cumulant diagonalization; independent component analysis; simultaneous third-order cumulant diagonalization; source separation; Algorithm design and analysis; Covariance matrix; Higher order statistics; Independent component analysis; Jacobian matrices; Matrix decomposition; Reactive power; Signal processing algorithms; Source separation; Tensile stress; Blind source separation; contrast function; higher order statistics; independent component analysis; matrices joint diagonalization;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2006.881175
Filename :
4014386
Link To Document :
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