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Blind identification and separation ...

Adali, Tülay.

Blind identification and separation of complex-valued signals

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Blind identification and separation of complex-valued signalsEric Moreau, Tülay Adalı.
作者:	Moreau, Eric.
其他作者:	Adali, Tülay.
出版者:	Hoboken :Wiley,c2013.
面頁冊數:	1 online resource (xi, 94 p.) :ill.
標題:	Signal processingStatistical methods.
電子資源:	http://onlinelibrary.wiley.com/book/10.1002/9781118579749
ISBN:	9781118579749 (electronic bk.)

Blind identification and separation of complex-valued signals
Moreau, Eric.

Blind identification and separation of complex-valued signals[electronic resource] /Eric Moreau, Tülay Adalı. - Hoboken :Wiley,c2013. - 1 online resource (xi, 94 p.) :ill. - FOCUS Series. - FOCUS Series..

Includes bibliographical references (p. 83-92) and index.

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

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.

ISBN: 9781118579749 (electronic bk.)Subjects--Topical Terms:

182359
Signal processing
--Statistical methods.

LC Class. No.: TK7871.99.C45 / M384 2013

Dewey Class. No.: 621.3822

Blind identification and separation of complex-valued signals
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245 1 0 $a Blind identification and separation of complex-valued signals $h [electronic resource] / $c Eric Moreau, Tülay Adalı.
260 $a Hoboken : $b Wiley, $c c2013.
300 $a 1 online resource (xi, 94 p.) : $b ill.
490 1 $a FOCUS Series
504 $a Includes bibliographical references (p. 83-92) and index.
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.
588 $a Description based on online resource; title from PDF title page (Wiley, viewed Nov. 5, 2013).
650 0 $a Signal processing $x Statistical methods. $3 182359
650 0 $a Source separation (Signal processing) $v Congresses. $3 560376
700 1 $a Adali, Tülay. $3 722077
830 0 $a FOCUS Series. $3 721525
856 4 0 $u http://onlinelibrary.wiley.com/book/10.1002/9781118579749