DocumentCode
3484727
Title
Discrete-time H2 guaranteed cost analysis for systems with norm-bounded structured uncertainty
Author
Conway, Richard ; Horowitz, Roberto
Author_Institution
Dept. of Mech. Eng., Univ. of California, Berkeley, CA, USA
fYear
2012
fDate
27-29 June 2012
Firstpage
1858
Lastpage
1864
Abstract
This paper presents two methodologies for analyzing the H2 guaranteed cost performance of a discrete-time LTI system with norm-bounded structured uncertainty. The first methodology is based on semi-definite programming and the second methodology is based on smooth nonlinear convex optimization in which each function evaluation requires the solution of one discrete algebraic Riccati equation. The two methods are then compared in terms of their speed and accuracy.
Keywords
H2 control; Riccati equations; convex programming; cost optimal control; discrete time systems; linear systems; uncertain systems; H2 guaranteed cost analysis; LTI system; discrete algebraic Riccati equation; discrete time system; norm bounded structured uncertainty; semidefinite programming; smooth nonlinear convex optimization; Convex functions; Linear matrix inequalities; Optimization; Strontium; Symmetric matrices; Uncertainty; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2012
Conference_Location
Montreal, QC
ISSN
0743-1619
Print_ISBN
978-1-4577-1095-7
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2012.6315519
Filename
6315519
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