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E-book
Author Moreau, Eric

Title Blind Identification and Separation of Complex-valued Signals / Eric Moreau, Tülay Adalı
Published Hoboken : Wiley, ©2013

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Description 1 online resource (xi, 94 pages) : illustrations
Series FOCUS Series
FOCUS Series
Contents 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
Summary 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
Bibliography Includes bibliographical references (pages 83-92) and index
Notes Online resource; title from PDF title page (Wiley, viewed Nov. 5, 2013)
Subject Signal processing -- Statistical methods
Source separation (Signal processing)
TECHNOLOGY & ENGINEERING -- Mechanical.
Signal processing -- Statistical methods
Source separation (Signal processing)
Form Electronic book
Author Adali, Tülay.
ISBN 9781118579749
1118579747
9781118579732
1118579739