DocumentCode :
1335478
Title :
Robust Region-of-Attraction Estimation
Author :
Topcu, Ufuk ; Packard, Andrew K. ; Seiler, Peter ; Balas, Gary J.
Author_Institution :
Control & Dynamical Syst., California Inst. of Technol., Pasadena, CA, USA
Volume :
55
Issue :
1
fYear :
2010
Firstpage :
137
Lastpage :
142
Abstract :
We propose a method to compute invariant subsets of the region-of-attraction for asymptotically stable equilibrium points of polynomial dynamical systems with bounded parametric uncertainty. Parameter-independent Lyapunov functions are used to characterize invariant subsets of the robust region-of-attraction. A branch-and-bound type refinement procedure reduces the conservatism. We demonstrate the method on an example from the literature and uncertain controlled short-period aircraft dynamics.
Keywords :
Lyapunov methods; asymptotic stability; polynomials; tree searching; uncertain systems; asymptotically stable equilibrium points; bounded parametric uncertainty; branch-and-bound type refinement; invariant subsets; parameter-independent Lyapunov function; polynomial dynamical systems; robust region-of-attraction estimation; uncertain controlled short-period aircraft dynamics; Aerospace control; Aircraft; Constraint optimization; Lyapunov method; Polynomials; Robustness; Stability analysis; Uncertain systems; Uncertainty; Vectors; Branch-and-bound; parameter uncertainty; region-of-attraction (ROA);
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2009.2033751
Filename :
5337881
Link To Document :
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