DocumentCode :
1282572
Title :
Indirect adaptive periodic control
Author :
Dimogianopoulos, Dimitrios ; Lozano, Rogelio ; Ailon, Amit
Author_Institution :
Univ. de Technol. de Compiegne, France
Volume :
44
Issue :
12
fYear :
1999
fDate :
12/1/1999 12:00:00 AM
Firstpage :
2308
Lastpage :
2312
Abstract :
A indirect adaptive control method is presented. The method is based on a lifted representation of the plant that can be stabilized using a simple performant periodic control scheme. The controller parameters computation involves the inverse of the controllability/observability matrix. Potential singularities of this matrix are avoided by means of an appropriate estimates modification. This estimates transformation is linked to the covariance matrix properties, and hence, it preserves the convergence properties of the original estimates. This modification involves the singular value decomposition of the controllability/observability matrix´s estimate. As compared with previous studies on the subject, the controller proposed here does not require the frequent introduction of periodic n-length sequences of zero inputs. Therefore, the new controller is such that the system is almost always operating in closed loop, which should lead to better performance characteristics
Keywords :
adaptive control; closed loop systems; controllability; convergence; covariance matrices; matrix inversion; observability; periodic control; sequences; singular value decomposition; convergence properties; indirect adaptive periodic control; lifted representation; singularities; Adaptive control; Control systems; Controllability; Convergence; Covariance matrix; Matrix decomposition; Observability; Parameter estimation; Singular value decomposition; Stability;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/9.811214
Filename :
811214
Link To Document :
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