Title :
Important issues of system identification using algorithms for structure selection: do noise terms have any influence when the data are chaotic?
Author :
Mendes, Eduardo M A M
Author_Institution :
Dept. de Electr., FUNREI, Sao Joao Del Rei, Brazil
Abstract :
Addresses one of the problems of model structure selection of nonlinear systems behaving chaotically. It is shown that the noise terms can determine whether an estimated model is dynamically valid or not, even if the process terms of such a model are perfectly correct
Keywords :
chaos; identification; modelling; noise; nonlinear systems; model structure selection; noise terms; nonlinear systems; structure selection; system identification; Agricultural engineering; Autoregressive processes; Biological system modeling; Chaos; Electronic mail; Environmental factors; Mathematical model; Nonlinear systems; Process control; System identification;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.786260
