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Blind Identification and Separation of Complex-valued Signals /

Blind identification consists of estimating a multi-dimensional system only through the use of its output, and source separation, the blind estimation of the inverse of the system. Estimation is generally carried out using different statistics of the output. The authors of this book consider the bli...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Moreau, Eric
Otros Autores: Adali, Tülay
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken : Wiley, ©2013.
Colección:FOCUS Series.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Moreau, Eric. 
245 1 0 |a Blind Identification and Separation of Complex-valued Signals /  |c Eric Moreau, Tülay Adalı. 
260 |a Hoboken :  |b Wiley,  |c ©2013. 
300 |a 1 online resource (xi, 94 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
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504 |a Includes bibliographical references (pages 83-92) and index. 
588 0 |a Online resource; title from PDF title page (Wiley, viewed Nov. 5, 2013). 
505 0 |a Front Matter -- Mathematical Preliminaries / Eric Moreau, Tülay Adali -- Estimation by Joint Diagonalization / Eric Moreau, Tülay Adali -- Maximum Likelihood ICA / Eric Moreau, Tülay Adali -- Bibliography -- Index. 
520 |a Blind identification consists of estimating a multi-dimensional system only through the use of its output, and source separation, the blind estimation of the inverse of the system. Estimation is generally carried out using different statistics of the output. The authors of this book consider the blind identification and source separation problem in the complex-domain, where the available statistical properties are richer and include non-circularity of the sources - underlying components. They define identifiability conditions and present state-of-the-art algorithms that are based on algebraic methods as well as iterative algorithms based on maximum likelihood theory. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Signal processing  |x Statistical methods. 
650 0 |a Source separation (Signal processing) 
650 6 |a Traitement du signal  |x Méthodes statistiques. 
650 6 |a Séparation de sources (Traitement du signal) 
650 7 |a TECHNOLOGY & ENGINEERING  |x Mechanical.  |2 bisacsh 
650 7 |a Signal processing  |x Statistical methods  |2 fast 
650 7 |a Source separation (Signal processing)  |2 fast 
700 1 |a Adali, Tülay. 
758 |i has work:  |a Blind Identification and Separation of Complex-valued Signals (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGVxWG8vHK4kbVGqxrtTh3  |4 https://id.oclc.org/worldcat/ontology/hasWork 
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