Title :
Identification and modeling of the nonlinear dynamic open loop systems
Author :
Shanshiashvili, B. ; Bolkvadzame, G.
Author_Institution :
Georgian Tech. Univ., Tbilisi, Georgia
Abstract :
The problems of structural and parametric identification of nonlinear systems on the set of continuous block-oriented models, elements of which are different modification of Hammerstein and Wiener models, at the system´s deterministic input influences are considered. The problem of the structural identification is considered according to the classical definition of identification of Zadeh. The structure definition criterion of the model is developed. Parameters´ estimations are received by the method of the least squares by using Fourier approximation.
Keywords :
amplitude estimation; least squares approximations; nonlinear dynamical systems; open loop systems; stochastic processes; Fourier approximation; Hammerstein model modification; Wiener model modification; Zadeh identification; continuous block-oriented models; least square method; nonlinear dynamic open loop system modelling; parameter estimation; parametric identification; structural identification; structure definition criterion; system deterministic input influences; block-oriented models; forced oscillation; nonlinear system; parametric identification; structural identification;
Conference_Titel :
Problems of Cybernetics and Informatics (PCI), 2012 IV International Conference
Conference_Location :
Baku
Print_ISBN :
978-1-4673-4500-2
DOI :
10.1109/ICPCI.2012.6486373