Nonlinear System Identification — Input-Output Modeling Approach: Volume 1: Nonlinear System Parameter Identification

Author:   Robert Haber ,  L. Keviczky
Publisher:   Springer
Edition:   1999 ed.
Volume:   7
ISBN:  

9780792358589


Pages:   802
Publication Date:   31 July 1999
Format:   Hardback
Availability:   In Print   Availability explained
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Nonlinear System Identification — Input-Output Modeling Approach: Volume 1: Nonlinear System Parameter Identification


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Overview

This two-volume handbook 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.

Full Product Details

Author:   Robert Haber ,  L. Keviczky
Publisher:   Springer
Imprint:   Springer
Edition:   1999 ed.
Volume:   7
Dimensions:   Width: 15.50cm , Height: 5.80cm , Length: 23.50cm
Weight:   1.640kg
ISBN:  

9780792358589


ISBN 10:   0792358589
Pages:   802
Publication Date:   31 July 1999
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Nonlinear Dynamic Process Models.- 2. Test Signals for Identification.- 3. Parameter Estimation Methods.- Author Index.

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