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Efficient Nonlinear Adaptive Filters - Design, Analysis and Applications (Hardcover, 1st ed. 2023)
Loot Price: R2,952
Discovery Miles 29 520
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Efficient Nonlinear Adaptive Filters - Design, Analysis and Applications (Hardcover, 1st ed. 2023)
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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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