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

Haber, Robert

ISBN 10: 0792358562 / ISBN 13: 9780792358565

Editore: Springer, 1999

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pp. 823.

Codice articolo 374123742

Dati bibliografici

• Titolo: Nonlinear System Identification - Input-Output Modeling Approach: Nonlinear System Parameter Identification Vol 1: 001 (Mathematical Modelling: Theory and Applications)
• Editore: Springer
• Data di pubblicazione: 1999
• Lingua: Inglese
• ISBN 10: 0792358562
• ISBN 13: 9780792358565
• Rilegatura: Rilegato
• Condizione: New

Descrizione articolo

Riassunto

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.