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Adaptive Nonlinear System Identification Tokunbo Ogunfunmi

Adaptive Nonlinear System Identification By Tokunbo Ogunfunmi

Adaptive Nonlinear System Identification by Tokunbo Ogunfunmi


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Summary

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 Summary

Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches by Tokunbo Ogunfunmi

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 Reviews

From the reviews:

In this book, the author presents simple, concise, easy-to-understand methods for identifying nonlinear systems using adaptive filter algorithms well known for linear systems identification. The book focuses on the Volterra and Wiener models for nonlinear systems ... . It is another contribution to the current literature on the subject. The book will be useful for graduate students, engineers and researchers in the area of the nonlinear systems identification and adaptive signal processing. (George S. Stavrakakis, Zentralblatt MATH, Vol. 1130 (8), 2008)

Table of Contents

to Nonlinear Systems.- Polynomial Models of Nonlinear Systems.- Volterra and Wiener Nonlinear Models.- Nonlinear System Identification Methods.- to Adaptive Signal Processing.- Nonlinear Adaptive System Identification Based on Volterra Models.- Nonlinear Adaptive System Identification Based on Wiener Models (Part 1).- Nonlinear Adaptive System Identification Based on Wiener Models (Part 2).- Nonlinear Adaptive System Identification Based on Wiener Models (Part 3).- Nonlinear Adaptive System Identification Based on Wiener Models (Part 4).- Conclusions, Recent Results, and New Directions.

Additional information

NPB9780387263281
9780387263281
0387263284
Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches by Tokunbo Ogunfunmi
New
Hardback
Springer-Verlag New York Inc.
2007-09-12
232
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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Customer Reviews - Adaptive Nonlinear System Identification