Title :
Upper bounds on the best achievable performance for time-weighted cost functionals
Author :
Silva, Eduardo I. ; Carrasco, Diego S.
Author_Institution :
Dept. de Electron., Univ. Tec. Federico Santa Maria, Valparaíso, Chile
Abstract :
This paper focuses on the optimal control of LTI plants when a time-weighted performance measure is employed. Drawing on basic properties of indefinite inner product spaces, we derive an algorithm that iteratively refines an upper bound on the best achievable performance. Each step of the algorithm consist in solving a set of (non-coupled) Lyapunov equations and can thus be implemented using standard software. Expressions for the LTI controllers that attain performance levels equal to the proposed bounds are also provided.
Keywords :
Lyapunov matrix equations; iterative methods; linear systems; optimal control; performance index; LTI controllers; LTI plant; Lyapunov equation; linear time invariant system; optimal control; time weighted cost functional; Approximation methods; Equations; Feedback loop; Indexes; Mathematical model; Transfer functions; Upper bound; optimal control; performance bounds; time-weighted index;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717708