Title Adaptive nonlinear system identification : the Volterra and Wiener model approaches / Tokunbo Ogunfunmi

Published New York ; [London] : Springer, ©2007

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Description 1 online resource (xv, 229 pages) : illustrations Series Signals and communication technology Signals and communication technology. Contents Introduction to Nonlinear Systems -- Polynomial Models for Nonlinear Systems -- Volterra and Wiener Nonlinear Models -- Nonlinear System Indentification Methods -- Introduction to Adaptive Signal Processing -- Nonlinear Adaptive System Identification based on Volterra Models -- Nonlinear Adaptive System Identification based on Wiener Models: Part I -- Nonlinear Adaptive System Identification based on Wiener Models: Part II -- Nonlinear Adaptive System Identification based on Wiener Models: Part III -- Nonlinear Adaptive System Identification based on Wiener Models: Part IV -- Conclusions, Recent Results, and New Directions Summary "Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches introduces engineers and researchers to the field of nonlinear adaptive system identification. The book includes recent research results in the area of adaptive nonlinear system identification and presents simple, concise, easy-to-understand methods for identifying nonlinear systems. These methods use adaptive filter algorithms that are well known for linear systems identification. They are applicable for nonlinear systems that can be efficiently modeled by polynomials." "Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches is useful to graduate students, engineers and researchers in the areas of nonlinear systems, control, biomedical systems and in adaptive signal processing."--Jacket Bibliography Includes bibliographical references and index Notes Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL English Print version record digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL Subject Nonlinear systems -- Mathematical models Adaptive control systems -- Mathematical models System identification -- Mathematical models SCIENCE -- System Theory. TECHNOLOGY & ENGINEERING -- Operations Research. Adaptive control systems -- Mathematical models. System identification -- Mathematical models. Nonlinear systems -- Mathematical models. Ingénierie. Adaptive control systems -- Mathematical models Nonlinear systems -- Mathematical models System identification -- Mathematical models Form Electronic book ISBN 9780387686301 0387686304 9780387263281 0387263284 9786611042820 6611042822

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