Handbook of Blind Source Separation, Independent Component Analysis and Applications

Abstract : Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. Going beyond a machine learning perspective, the book reflects recent results in signal processing and numerical analysis, and includes topics such as optimization criteria, mathematical tools, the design of numerical algorithms, convolutive mixtures, and time frequency approaches. This Handbook is an ideal reference for university researchers, R&D engineers and graduates wishing to learn the core principles, methods, algorithms, and applications of Blind Source Separation.
Type de document :
Direction d'ouvrage, Proceedings
Academic Press (Elsevier), pp.831, 2010
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https://hal.archives-ouvertes.fr/hal-00460653
Contributeur : Christian Jutten <>
Soumis le : lundi 1 mars 2010 - 20:06:43
Dernière modification le : mercredi 17 juin 2015 - 01:40:11

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  • HAL Id : hal-00460653, version 1

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Pierre Comon, Christian Jutten. Handbook of Blind Source Separation, Independent Component Analysis and Applications. Academic Press (Elsevier), pp.831, 2010. <hal-00460653>

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