Mastering system identification in 100 exercises

"This book enables readers to understand system identification and linear system modeling through 100 practical exercises without requiring complex theoretical knowledge. The contents encompass state-of-the-art system identification methods, with both time and frequency domain system identifica...

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Bibliographic Details
Main Authors: Schoukens, J. Johan
Corporate Authors: Wiley InterScience Online service
Group Author: Pintelon, R. Rik; Rolain, Yves
Published:
Literature type: Electronic eBook
Language: English
Subjects:
Online Access: http://onlinelibrary.wiley.com/book/10.1002/9781118218532
Summary: "This book enables readers to understand system identification and linear system modeling through 100 practical exercises without requiring complex theoretical knowledge. The contents encompass state-of-the-art system identification methods, with both time and frequency domain system identification methods covered, including the pros and cons of each. Each chapter features MATLAB exercises, discussions of the exercises, accompanying MATLAB downloads, and larger projects that serve as potential assignments in this learn-by-doing resource"--
"The goal of this book is to teach the reader to measure and model linear dynamic systems (in the presence of nonlinear distortions) from a practical point of view"--
Carrier Form: 1 online resource (xviii, 264 p.) : ill.
Bibliography: Includes bibliographical references and indexes.
ISBN: 9781118218532 (electronic bk.)
1118218531 (electronic bk.)
0470936983
9780470936986
9781118218501
1118218507
Index Number: QA402
CLC: O212
Contents: Generation and Analysis of Excitation Signals --
FRF Measurements --
Identification of Linear Dynamic Systems --
Best Linear Approximation of Nonlinear Systems --
Measuring the Best Linear Approximation of a Nonlinear System --
Identification of Parametric Models in the Presence of Nonlinear Distortions.