System Identification theory for the user Lennart Ljung
Tipo de material:
- 0136566952
Resúmenes, problemas y bibliografía, al final de cada capítulo
Apéndices e índice alfabético, al final del libro
Referencias bibliográficas p. 565595
Introduction
Timeinvariant linear systems
Simulation and prediction
Models of linear timeinvariant systems
Models for timevarying and nonlinear systems
Nonparametric timeand frequencydomain methods
Parameter estimation methods
Convergence and consistency
Asymptotic distribution of parameter estimates
Computing the estimate
Recursive estimation method
Options and objectives
Experiment design
Preprocessing data
Choice of identification criterion
Model structure selection and model validation
System identification in practice
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