Identification of Linear Systems
：A Practical Guideline to Accurate Modeling
Publication subTitle ：A Practical Guideline to Accurate Modeling
Author： Schoukens J.;Pintelon R.
Publisher： Elsevier Science
Publication year： 2014
E-ISBN: 9780080912561
P-ISBN(Paperback): 9780080407340
P-ISBN(Hardback): 9780080407340
Subject： O231 Cybernetics of cybernetics theory (mathematics)
Keyword： 系统科学,一般工业技术
Language： ENG
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Description
This book concentrates on the problem of accurate modeling of linear systems. It presents a thorough description of a method of modeling a linear dynamic invariant system by its transfer function. The first two chapters provide a general introduction and review for those readers who are unfamiliar with identification theory so that they have a sufficient background knowledge for understanding the methods described later. The main body of the book looks at the basic method used by the authors to estimate the parameter of the transfer function, how it is possible to optimize the excitation signals. Further chapters extend the estimation method proposed. Applications are then discussed and the book concludes with practical guidelines which illustrate the method and offer some rules-of-thumb.