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

Robert Haber

ISBN 10: 0792358570 / ISBN 13: 9780792358572

Published by Springer, 1999

About this Item

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Bibliographic Details

Title: Nonlinear System Identification : ...

Publisher: Springer

Publication Date: 1999

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.