Nonlinear System Identification - Input-Output Modeling Approach: Nonlinear System Parameter Identification Vol 1

Nonlinear System Identification - Input-Output Modeling Approach: Nonlinear System Parameter Identification Vol 1

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Description

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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Product details

  • Hardback | 823 pages
  • United States
  • indexes
  • 0792358562
  • 9780792358565

Table of contents

Volume 1 Nonlinear System Parameter Estimation: nonlinear dynamic process models; test signals for identification: parameter estimation methods.
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