Title :
Control of Linear Switched Systems With Receding Horizon Modal Information
Author :
Essick, Ray ; Ji-Woong Lee ; Dullerud, Geir E.
Author_Institution :
Dept. of Mech. Sci. & Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
We provide an exact solution to two performance problems-one of disturbance attenuation and one of windowed variance minimization-subject to exponential stability. Considered are switched systems, whose parameters come from a finite set and switch according to a language such as that specified by an automaton. The controllers are path-dependent, having finite memory of past plant parameters and finite foreknowledge of future parameters. Exact, convex synthesis conditions for each performance problem are expressed in terms of nested linear matrix inequalities. The resulting semidefinite programming problem may be solved offline to arrive at a suitable controller. A notion of path-by-path performance is introduced for each performance problem, leading to improved system performance. Non-regular switching languages are considered and the results are extended to these languages. Two simple, physically motivated examples are given to demonstrate the application of these results.
Keywords :
asymptotic stability; linear matrix inequalities; linear systems; mathematical programming; optimal control; time-varying systems; convex synthesis conditions; disturbance attenuation; exponential stability; finite set; linear switched system control; nested linear matrix inequalities; nonregular switching languages; path-by-path performance; path-dependent controllers; receding horizon modal information; semidefinite programming problem; windowed variance minimization; Automata; Linear matrix inequalities; Stability analysis; Switched systems; Switches; Symmetric matrices; H infinity control; H2 control; hybrid systems; linear matrix inequalities; switched systems; uniform exponential stability;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2321251