GUARANTEED LEVEL-GAMMA H-INFINITY CONTROL IN UNCERTAIN LINEAR-SYSTEMSVIA LINEAR MATRIX INEQUALITIES

Authors
Citation
Py. Park et T. Kailath, GUARANTEED LEVEL-GAMMA H-INFINITY CONTROL IN UNCERTAIN LINEAR-SYSTEMSVIA LINEAR MATRIX INEQUALITIES, International Journal of Control, 65(6), 1996, pp. 913-924
Citations number
10
Categorie Soggetti
Controlo Theory & Cybernetics","Robotics & Automatic Control
ISSN journal
00207179
Volume
65
Issue
6
Year of publication
1996
Pages
913 - 924
Database
ISI
SICI code
0020-7179(1996)65:6<913:GLHCIU>2.0.ZU;2-5
Abstract
In this paper, we solve guaranteed level-gamma H-infinity control prob lems in uncertain linear systems. In time-varying systems, we provide a time-varying nonlinear differential equation for these problems, whi ch can be solved via differential equation solvers. In time invariant systems, we present linear matrix inequalities (LMIs), which allow us to overcome the limitations of the existing algebraic Riccati equation (ARE) formulations, where one can hardly find their solutions. Since LMI problems are always convex, one can solve them via convex optimiza tion techniques, such as interior-point methods, and can easily solve them even if additional constraints are considered. As a result, we di rectly handle the optimal guaranteed-level H-infinity control problem as well as a guaranteed level-gamma H-infinity control problem with th e maximal stability margin. Finally, we present size-reduced LMIs.