Title :
LMI synthesis of parametric robust ℋ∞ controllers
Author :
Banjerdpongchai, David ; How, Jonathan P.
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
Abstract :
This paper presents a new algorithm for designing full order LTI controllers for systems with real parametric uncertainty. The approach is based on the robust L2 gain analysis of the Lur´e system using Popov analysis and multipliers. The core algorithm, previously applied to the robust ℋ2 performance synthesis problem, is shown to be applicable to the robust controller design with the ℋ∞ cost. Although the performance metrics are different, we demonstrate that the same solution algorithm based on LMI synthesis leads to a very effective and efficient technique for real parametric robust ℋ∞ control design. Furthermore, it is difficult to compare robust ℋ2 controllers to μ/Km designs, but in this work we provide insights into the issue of conservatism for various robust ℋ∞ control approaches, in particular, the Popov controller synthesis, the robust ℋ∞ design, and the μ/Km synthesis. The detailed analysis of these approaches is demonstrated on a flexible structure benchmark problem
Keywords :
H∞ control; Popov criterion; control system synthesis; matrix algebra; robust control; uncertain systems; μ/Km synthesis; LMI synthesis; Lur´e system; Popov analysis; Popov controller synthesis; conservatism; flexible structure benchmark problem; full-order LTI controller design; multipliers; parametric robust ℋ∞ controllers; parametric uncertainty; performance metrics; performance synthesis; robust ℋ2 controllers; robust ℒ2 gain analysis; Algorithm design and analysis; Control design; Control system synthesis; Control systems; Costs; Flexible structures; Measurement; Robust control; Robustness; Uncertainty;
Conference_Titel :
American Control Conference, 1997. Proceedings of the 1997
Conference_Location :
Albuquerque, NM
Print_ISBN :
0-7803-3832-4
DOI :
10.1109/ACC.1997.611848