Handbook of Blind Source Separation

Released on by Pierre Comon
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  • Handbook of Blind Source Separation Book Detail

  • Author : Pierre Comon
  • Release Date : 2010-02-17
  • Publisher : Academic Press
  • Genre : Technology & Engineering
  • Pages : 856
  • ISBN 13 : 0080884946
  • File Size : 39,39 MB
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Handbook of Blind Source Separation by Pierre Comon PDF Summary

Book Description: 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. Covers the principles and major techniques and methods in one book Edited by the pioneers in the field with contributions from 34 of the world’s experts Describes the main existing numerical algorithms and gives practical advice on their design Covers the latest cutting edge topics: second order methods; algebraic identification of under-determined mixtures, time-frequency methods, Bayesian approaches, blind identification under non negativity approaches, semi-blind methods for communications Shows the applications of the methods to key application areas such as telecommunications, biomedical engineering, speech, acoustic, audio and music processing, while also giving a general method for developing applications

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Handbook of Blind Source Separation

Handbook of Blind Source Separation

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Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the d

Blind Source Separation

Blind Source Separation

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Blind Source Separation intends to report the new results of the efforts on the study of Blind Source Separation (BSS). The book collects novel research ideas a

Blind Source Separation

Blind Source Separation

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This book provides readers a complete and self-contained set of knowledge about dependent source separation, including the latest development in this field. The