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

Haber, Robert

 
9780792358565: Nonlinear System Identification - Input-Output Modeling Approach: Nonlinear System Parameter Identification Vol 1 (Mathematical Modelling: Theory and Applications)

Inhaltsangabe

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 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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Reseña del editor

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 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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Weitere beliebte Ausgaben desselben Titels

9780792358589: Nonlinear System Identification - Input-Output Modeling Approach: Volume 1: Nonlinear System Parameter Identification: 7 (Mathematical Modelling: Theory and Applications)

Vorgestellte Ausgabe

ISBN 10:  0792358589 ISBN 13:  9780792358589
Verlag: Springer, 1999
Hardcover