Efficient Nonlinear Adaptive Filters

Name: Efficient Nonlinear Adaptive Filters
Brand: Springer, Berlin
SKU: 9783031208171
Price: 2286 CZK
Availability: InStock

Design, Analysis and Applications

Autor: Haiquan Zhao, Badong Chen

Jazyk:

Vazba: Pevná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 dnů

2 286 Kč

This book presents the design, analysis, and application of nonlinear adaptive filters with the goal...

Informace o knize

Autor

Haiquan Zhao, Badong Chen

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2023

Stránek

260

EAN

9783031208171

Enbook ID

41632334

Vydavatel

Springer, Berlin

Hmotnost

596

Rozměry

155 x 235

Kompletní popis

This book presents the design, analysis, and application of nonlinear adaptive filters with the goal of improving efficient performance (ie the convergence speed, steady-state error, and computational complexity). The authors present a nonlinear adaptive filter, which is an important part of nonlinear system and digital signal processing and can be applied to diverse fields such as communications, control power system, radar sonar, etc. The authors also present an efficient nonlinear filter model and robust adaptive filtering algorithm based on the local cost function of optimal criterion to overcome non-Gaussian noise interference. The authors show how these achievements provide new theories and methods for robust adaptive filtering of nonlinear and non-Gaussian systems. The book is written for the scientist and engineer who are not necessarily an expert in the specific nonlinear filtering field but who want to learn about the current research and application. The book is also written to accompany a graduate/PhD course in the area of nonlinear system and adaptive signal processing.

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Efficient Nonlinear Adaptive Filters

Design, Analysis and Applications

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