Efficient Nonlinear Adaptive Filters

Name: Efficient Nonlinear Adaptive Filters
Brand: Springer, Berlin
SKU: 9783031208171
Price: 105.41 EUR
Availability: InStock

Design, Analysis and Applications

Автор: Haiquan Zhao, Badong Chen

Език:

Корици: С твърди корици

Издател: Springer, Berlin

Наличност: Външен склад

Изпращаме след 10-13 дни

105.41 € 206.16 лв

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

Информация за книгата

Автор

Haiquan Zhao, Badong Chen

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2023

страници

260

EAN

9783031208171

Enbook ID

41632334

Издател

Springer, Berlin

Теглоt

596

Размери

155 x 235

Пълно описание

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

Информация за книгата

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