DocumentCode
3074982
Title
Parameter set estimation of systems with uncertain nonparametric dynamics and disturbances
Author
Lau, Ming K. ; Kosut, Robert L. ; Boyd, Stephen
Author_Institution
Inf. Syst. Lab., Stanford Univ., CA, USA
fYear
1990
fDate
5-7 Dec 1990
Firstpage
3162
Abstract
A method is presented for parameter set estimation of open-loop stable systems with uncertain parameters and quasi-stationary disturbances. The system model is assumed to contain both parametric and nonparametric uncertainty. Parameter set estimates are obtained from finite data records and the parameter set of the true plant is contained in the estimated sets with high probability. Some numerical examples are given to support the theoretical results
Keywords
identification; open-loop stable systems; parameter set estimation; parametric uncertainty; quasi-stationary disturbances; uncertain nonparametric dynamics; Adaptive control; Adaptive systems; Control systems; Design methodology; Information systems; Open loop systems; Parameter estimation; Robust control; Transfer functions; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 1990., Proceedings of the 29th IEEE Conference on
Conference_Location
Honolulu, HI
Type
conf
DOI
10.1109/CDC.1990.203373
Filename
203373
Link To Document