Nonlinear System Identification - Input-Output Modeling Approach: Nonlinear System Parameter Identification Vol 1
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.
- Hardback | 823 pages
- 31 Jul 1999
- Kluwer Academic Publishers
- United States
Table of contents
Volume 1 Nonlinear System Parameter Estimation: nonlinear dynamic process models; test signals for identification: parameter estimation methods.