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Blind identification and separation ...

Adali, Tülay.

Blind identification and separation of complex-valued signals[electronic resource] /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	621.3822
書名/作者:	Blind identification and separation of complex-valued signals/ Eric 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 processing - Statistical methods.
標題:	Source separation (Signal processing) - Congresses.
ISBN:	9781118579749 (electronic bk.)
ISBN:	1118579747 (electronic bk.)
ISBN:	9781118579732 (electronic bk.)
ISBN:	1118579739 (electronic bk.)
書目註:	Includes bibliographical references (p. 83-92) and index.
內容註:	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
摘要、提要註:	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.
電子資源:	http://onlinelibrary.wiley.com/book/10.1002/9781118579749

Blind identification and separation of complex-valued signals[electronic resource] /
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:

416778
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[electronic resource] /
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020 $a 9781118579749 (electronic bk.)
020 $a 1118579747 (electronic bk.)
020 $a 9781118579732 (electronic bk.)
020 $a 1118579739 (electronic bk.)
020 $z 9781848214590
035 $a (OCoLC)861558924
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050 4 $a TK7871.99.C45 $b M384 2013
082 0 4 $a 621.3822
100 1 $a Moreau, Eric. $3 623644
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 416778
650 0 $a Source separation (Signal processing) $v Congresses. $3 468079
700 1 $a Adali, Tülay. $3 623645
830 0 $a FOCUS Series. $3 622991
856 4 0 $u http://onlinelibrary.wiley.com/book/10.1002/9781118579749

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