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Efficient Nonlinear Adaptive Filters

- Design, Analysis and Applications
Af: Badong Chen, Haiquan Zhao Engelsk Hardback

Efficient Nonlinear Adaptive Filters

- Design, Analysis and Applications
Af: Badong Chen, Haiquan Zhao Engelsk Hardback
Tjek vores konkurrenters priser
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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Tjek vores konkurrenters priser
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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Produktdetaljer
Sprog: Engelsk
Sider: 260
ISBN-13: 9783031208171
Indbinding: Hardback
Udgave:
ISBN-10: 303120817X
Kategori: Kybernetik og systemteori
Udg. Dato: 11 feb 2023
Længde: 23mm
Bredde: 242mm
Højde: 163mm
Forlag: Springer International Publishing AG
Oplagsdato: 11 feb 2023
Forfatter(e): Badong Chen, Haiquan Zhao
Forfatter(e) Badong Chen, Haiquan Zhao

Kategori Kybernetik og systemteori

ISBN-13 9783031208171

Sprog Engelsk

Indbinding Hardback

Sider 260

Udgave

Længde 23mm

Bredde 242mm

Højde 163mm

Udg. Dato 11 feb 2023

Oplagsdato 11 feb 2023

Forlag Springer International Publishing AG

Kategori sammenhænge