Handbook of blind source separation independent component analysis and applications

IntroductionInformation -- Contrasts -- Likelihood -- Algebraic methods after prewhitening -- Iterative algorithms -- Second-order methods based on color -- Convolutive mixtures -- Algebraic identification of under-determined mixtures -- Sparse component analysis -- Quadratic time-frequency domain m...

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Weitere Verfasser:	Comon, Pierre (HerausgeberIn), Jutten, Christian (BerichterstatterIn)
Format:	UnknownFormat
Sprache:	eng
Veröffentlicht:	Amsterdam, Heidelberg u.a. Elsevier 2010
Ausgabe:	1. ed.
Schlagworte:	Blind source separation > Unabhängige Komponentenanalyse > Signaltrennung > Signalanalyse > Numerische Mathematik > Algorithmus
Online Zugang:	Inhaltsverzeichnis Volltext
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Beschreibung
Zusammenfassung:	IntroductionInformation -- Contrasts -- Likelihood -- Algebraic methods after prewhitening -- Iterative algorithms -- Second-order methods based on color -- Convolutive mixtures -- Algebraic identification of under-determined mixtures -- Sparse component analysis -- Quadratic time-frequency domain methods -- Bayesian approaches -- Non-negative mixtures -- Nonlinear mixtures -- Semi-blind methods for communications -- Overview of source separation applications -- Application to telecommunications -- Biomedical applications -- Audio applications. Introduction -- Information -- Contrasts -- Likelihood -- Algebraic methods after prewhitening -- Iterative algorithms -- Second-order methods based on color -- Convolutive mixtures -- Algebraic identification of under-determined mixtures -- Sparse component analysis -- Quadratic time-frequency domain methods -- Bayesian approaches -- Non-negative mixtures -- Nonlinear mixtures -- Semi-blind methods for communications -- Overview of source separation applications -- Application to telecommunications -- Biomedical applications -- Audio applications
Beschreibung:	Formerly CIP Uk. - Includes bibliographical references and index
Beschreibung:	XXIV, 831 S. graph. Darst. 25 cm
ISBN:	0123747260 0-12-374726-0 9780123747266 978-0-12-374726-6