System identification : theory for the user

Modeling dynamical systems - theory, methodology, and applications. Lennart Ljung's System Identification: Theory for the User is a complete, coherent description of the theory, methodology, and practice of System Identification. This completely revised Second Edition introduces subspace method...

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Bibliographic Details
Main Author Ljung, Lennart, 1946-
Format Book
LanguageEnglish
Published Upper Saddle River, NJ : Prentice Hall PTR, c1999
Edition2nd ed.
SeriesPrentice Hall information and system sciences series
Subjects
ISBN0136566952
Physical Descriptionxxii, 609 s. : il. ; 25 cm

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Summary:Modeling dynamical systems - theory, methodology, and applications. Lennart Ljung's System Identification: Theory for the User is a complete, coherent description of the theory, methodology, and practice of System Identification. This completely revised Second Edition introduces subspace methods, methods that utilize frequency domain data, and general non-linear black box methods, including neural networks and neuro-fuzzy modeling. The book contains many new computer-based examples designed for Ljung's market-leading software, System Identification Toolbox for MATLAB.
Bibliography:Includes bibliographical references (p. 565-593) and indexes.
ISBN:0136566952
Physical Description:xxii, 609 s. : il. ; 25 cm