Title :
Indirect adaptive control of spatially invariant systems
Author :
Sarwar, A. ; Voulgaris, P.G. ; Salapaka, S.M.
Author_Institution :
Dept. of Mech. Sci. & Eng., Univ. of Illinois at Urbana Champaign, Champaign, IL, USA
fDate :
June 30 2010-July 2 2010
Abstract :
We present a general class of indirect adaptive controllers for spatiotemporally invariant systems. The control design is based on certainty-equivalence approach, where at each step system parameters are estimated and the controller is implemented using the estimated parameters. At each estimation stage a modeling error is committed which affects the output of the plant. We show that under suitable assumptions on the rates of variation of the estimated plant, which follow from utilizing a distributed projection algorithm, a globally stable adaptive scheme can be guaranteed.
Keywords :
adaptive control; control system synthesis; distributed control; equivalence classes; parameter estimation; spatiotemporal phenomena; stability; certainty-equivalence approach; distributed projection algorithm; global stability; indirect adaptive control; modeling error; parameter estimation; spatiotemporally invariant system; Adaptive control; Airplanes; Automated highways; Automatic control; Control design; Control systems; Parameter estimation; Projection algorithms; Satellite constellations; Spatiotemporal phenomena;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530726