Title :
Identification of nonlinear nonautonomous state space systems from input-output measurements
Author :
Verdult, Vincent ; Verhaegen, Michel ; Scherpen, Jacquelien
Author_Institution :
Fac. of Appl. Phys., Twente Univ., Enschede, Netherlands
Abstract :
This paper presents a method to determine a nonlinear state-space model from a finite number of measurements of the inputs and outputs. The method is based on embedding theory for nonlinear systems, and can be viewed as an extension of the subspace identification method for linear systems. The paper describes the underlying theory and provides some guidelines for using the method in practice. To illustrate the use of the identification method, it was applied to a second-order nonlinear system.
Keywords :
control system analysis; identification; nonlinear control systems; state-space methods; control simulation; embedding theory; input-output measurements; nonlinear nonautonomous state-space systems identification; second-order nonlinear system; subspace identification method; Control systems; Delay; Ear; Guidelines; Linear systems; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Physics; State-space methods;
Conference_Titel :
Industrial Technology 2000. Proceedings of IEEE International Conference on
Print_ISBN :
0-7803-5812-0
DOI :
10.1109/ICIT.2000.854161