This text presents a comprehensive overview of nonlinear dynamic system identification. The books include many aspects of nonlinear processes: 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...

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Nonlinear System Identification - Input-Output Modeling Approach: Nonlinear System Parameter Identification Vol 1: 001 (Mathematical Modelling: Theory and Applications)

Robert Haber; Laszlo Keviczky

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