DocumentCode
3071142
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
Volume
6
fYear
1999
fDate
1999
Firstpage
3960
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;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 1999. Proceedings of the 1999
Conference_Location
San Diego, CA
ISSN
0743-1619
Print_ISBN
0-7803-4990-3
Type
conf
DOI
10.1109/ACC.1999.786260
Filename
786260
Link To Document