Nonlinear System Identification : Input-output Modeling Approach (mathematical Modelling--theory And Applications

Robert Haber

ISBN 10: 0792358570 / ISBN 13: 9780792358572

Published by Springer, 1999

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Bibliographic Details

• Title: Nonlinear System Identification : Input-output Modeling Approach (mathematical Modelling--theory And Applications
• Publisher: Springer
• Publication Date: 1999
• Language: English
• ISBN 10: 0792358570
• ISBN 13: 9780792358572
• Binding: Hardcover
• Condition: New

About this title

Synopsis

This two-volume handbook presents a comprehensive overview of nonlinear dynamic system identification. The books include many aspects of nonlinear modelling, parameter estimation, structure search, nonlinearity and model validity tests. The book includes not only nonparametric models but also parametric models which include a limited number of parameters. Time domain parameter estimation is dealt with in detail; frequency domain and power spectrum procedures are also included. This work is intended for postgraduate students, researchers and engineers whose work involves nonlinear systems. Many examples, case studies and experimental identifications of real processes have been included.