Computer Mathematics, System Theory, Mathematical Programming & Operations Research, Mathematics - Applied

Nonparametric System Identification

Name: Nonparametric System Identification
Author: Wlodzimierz Greblicki
ISBN: 9781107410626

by Wlodzimierz Greblicki

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Overview

"Presenting a thorough overview of the theoretical foundations of nonparametric systems identification for nonlinear block-oriented systems, Wlodzimierz Greblicki and Miroslaw Pawlak show that nonparametric regression can be successfully applied to system identification, and they highlight what you can achieve in doing so." This book is aimed at researchers and practitioners in systems theory, signal processing, and communications. It will also appeal to researchers in fields such as mechanics, economics, and biology, where experimental data are used to obtain models of systems.

About the Author, Wlodzimierz Greblicki

Włodzimierz Greblicki is a professor at the Institute of Computer Engineering, Control, and Robotics at the Wrocław University of Technology, Poland.

Mirosław Pawlak is a professor in the Department of Electrical and Computer Engineering at the University of Manitoba, Canada. He was awarded his PhD in 1982 from the Wrocław University of Technology, Poland. Both authors have published extensively over the years in the area of non-parametric theory and applications.