DocumentCode
1364799
Title
Optimal adaptive control for estimation of parameters of ARX models
Author
Jankumas, A.
Author_Institution
Dept. of Stat., Michigan Univ., Ann Arbor, MI
Volume
45
Issue
5
fYear
2000
fDate
5/1/2000 12:00:00 AM
Firstpage
964
Lastpage
968
Abstract
The objective of this paper is to find an adaptive control strategy which would enable us to estimate the parameters of the ARX model as accurately as possible while keeping the output of the system below a specified level of variability. It turns out that this optimal experiment design problem can be solved by using the Astrom-Wittenmark self-tuning tracker (1973) with a specific choice of the reference signal
Keywords
adaptive control; autoregressive processes; optimal control; parameter estimation; tracking; ARX models; Astrom-Wittenmark self-tuning tracker; optimal adaptive control; parameter estimation; Adaptive control; Control systems; Electrical equipment industry; Feedback; Industrial control; Mathematical model; Optimal control; Parameter estimation; Signal design; Statistics;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.855561
Filename
855561
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