Title :
Modeling and identification of Wiener systems with two-segment nonlinearities
Author_Institution :
Dept. of Autom. & Control, Slovak Tech. Univ., Bratislava, Slovakia
fDate :
3/1/2003 12:00:00 AM
Abstract :
The paper deals with modeling and parameter identification of Wiener systems with strongly asymmetric nonlinearities for control. Two-segment polynomial approximations are proposed for static nonlinear block characteristics. Application of a decomposition technique provides a special form of the Wiener model with two-segment polynomials, where all the model parameters to be estimated are separated. An iterative method with internal variable estimation is used for the model parameter estimation.
Keywords :
nonlinear control systems; parameter estimation; Wiener systems; asymmetric nonlinearities; nonlinear systems; parameter estimation; parameter identification; two-segment polynomials; Control nonlinearities; Estimation error; Finite impulse response filter; Iterative methods; Nonlinear control systems; Nonlinear systems; Parameter estimation; Piecewise linear techniques; Polynomials; Transfer functions;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2003.809238