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Complex valued nonlinear adaptive filters：noncircularity, widely linear and neural models

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Bibliographic Details
Main Authors: Mandic Danilo P.
Group Author: Goh Vanessa Su Lee.
Published: Wiley,
Publisher Address: Chichester, U.K.
Publication Dates: 2009.
Literature type: Book
Language: English
Series: Adaptive and learning systems for signal processing, communications, and control
Subjects:
Functions of complex variables.
Adaptive filters > Mathematical models.
Filters (Mathematics)
Nonlinear theories
Neural networks (Computer science)
Traitement adaptatif du signal.
Filtres adaptatifs.
Adaptives Filter.
Digitale Signalverarbeitung.
Funktionentheorie.
Mathematisches Modell
Mehrere Variable.
Carrier Form: xviii, 324 p.: ill. ; 25 cm.
ISBN: 9780470066355 (cloth)
0470066350 (cloth)
9780470742631
0470742631
Index Number: TP183
CLC: TP183
Call Number: TP183/M272
Contents: Includes bibliographical references (p. [309]-320) and index.
The magic of complex numbers -- Why signal processing in the complex domain? -- Adaptive filtering architectures -- Complex nonlinear activation functions -- Elements of CR calculus -- Complex valued adaptive filters -- Adaptive filters with feedback -- Filters with an adaptive stepsize -- Filters with an adaptive amplitude of nonlinearity -- Data-reusing algorithms for complex valued adaptive filters -- Complex mappings and Möbius transformations -- Augmented complex statistics -- Widely linear estimation and augmented CLMS (ACLMS) -- Duality between complex valued and real valued filters -- Widely linear filters with feedback -- Collaborative adaptive filtering -- Adaptive filtering based on EMD .

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