Adaptive Nonlinear System Identification

Name: Adaptive Nonlinear System Identification
Brand: Springer-Verlag New York Inc.
SKU: 9781441938831
Price: 2286 CZK
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The Volterra and Wiener Model Approaches

Autor: Tokunbo Ogunfunmi

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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2 286 Kč

Focuses on System Identification applications of the adaptive methods presented. but which can also...

Informace o knize

Autor

Tokunbo Ogunfunmi

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

232

EAN

9781441938831

ISBN

1441938834

Enbook ID

01422434

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

379

Rozměry

152 x 229 x 13

Kompletní popis

Focuses on System Identification applications of the adaptive methods presented. but which can also be applied to other applications of adaptive nonlinear processes. §Covers recent research results in the area of adaptive nonlinear system identification from the authors and other researchers in the field.Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches introduces engineers and researchers to the field of nonlinear adaptive system identification. The book includes recent research results in the area of adaptive nonlinear system identification and presents simple, concise, easy-to-understand methods for identifying nonlinear systems. These methods use adaptive filter algorithms that are well known for linear systems identification. They are applicable for nonlinear systems that can be efficiently modeled by polynomials.§After a brief introduction to nonlinear systems and to adaptive system identification, the author presents the discrete Volterra model approach. This is followed by an explanation of the Wiener model approach. Adaptive algorithms using both models are developed. The performance of the two methods are then compared to determine which model performs better for system identification applications. §Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches is useful to graduates students, engineers and researchers in the areas of nonlinear systems, control, biomedical systems and in adaptive signal processing.

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Adaptive Nonlinear System Identification

The Volterra and Wiener Model Approaches

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