Title: Nonlinear System Identification - Input-Output Modeling Approach: Nonlinear System Parameter Identification Vol 1: 001 (Mathematical Modelling: Theory and Applications)
Publisher: Springer
Publication Date: 1999
Language: English
ISBN 10: 0792358562
ISBN 13: 9780792358565
Binding: Hardcover
Condition: New

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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.

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