DocumentCode
1040364
Title
On test horizon for model validation by output error
Author
Duong, Hoai Nghia ; Landau, Ioan Doré
Author_Institution
Lab. d´´Autom., CNRS, Grenoble, France
Volume
39
Issue
1
fYear
1994
fDate
1/1/1994 12:00:00 AM
Firstpage
102
Lastpage
106
Abstract
We derive necessary and sufficient conditions under which the parameters of the model are identical to those of the true system which is supposed to be linear and of finite dimension. These conditions are that the cross-correlations between the output error and the input as well as the model output should be asymptotically null in a finite horizon. This horizon may be used as a minimum necessary test horizon in model validation
Keywords
identification; linear systems; modelling; multidimensional systems; asymptotically null cross-correlations; linear finite dimensional systems; model validation; necessary and sufficient conditions; output error; test horizon; Delay systems; Instruments; Linear systems; Predictive models; Sufficient conditions; Testing; White noise;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.273343
Filename
273343
Link To Document