Téléchargez le livre : Complex Valued Nonlinear Adaptive Filters

Complex Valued Nonlinear Adaptive Filters

Noncircularity, Widely Linear and Neural Models de

,

Éditeur :

Wiley


Collection :

Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control

Paru le : 2009-04-20

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Description
This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for feedforward (transversal) and feedback architectures and the recent developments in the statistics of complex variable, under the powerful frameworks of CR (Wirtinger) calculus and augmented complex statistics. This offers a number of theoretical performance gains, which is illustrated on both stochastic gradient algorithms, such as the augmented complex least mean square (ACLMS), and those based on Kalman filters. This work is supported by a number of simulations using synthetic and real world data, including the noncircular and intermittent radar and wind signals.
Pages
344 pages
Collection
Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control
Parution
2009-04-20
Marque
Wiley
EAN papier
9780470066355
EAN PDF
9780470742631
Informations sur l'ebook
Nombre pages copiables
0
Nombre pages imprimables
344
Taille du fichier
13404 Ko
Prix
133,93 €

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