Handbook of blind source separation : independent component analysis and applications /

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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 definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numeric...

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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Comon, Pierre, Jutten, Christian, 1954-
Format: Electronic eBook
Language:Inglés
Published: Amsterdam ; Boston : Elsevier, 2010.
Edition:1st ed.
Subjects:
Blind source separation.
Source separation (Signal processing) > Handbooks, manuals, etc.
S�eparation de sources (Traitement du signal) > Guides, manuels, etc.
S�eparation aveugle des sources (Traitement du signal) > Guides, manuels, etc.
S�eparation aveugle de sources (Traitement du signal)
COMPUTERS > Information Theory.
TECHNOLOGY & ENGINEERING > Signals & Signal Processing.
Source separation (Signal processing)
Algorithmus
Numerische Mathematik
Signalanalyse
Signaltrennung
Unabh�angige Komponentenanalyse
Unabha�I#x88;ngige Komponentenanalyse.
Handbooks and manuals.
Online Access:Texto completo
Table of Contents:
  • Information
  • Contrast functions
  • 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.

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