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
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