Title :
H∞ control for Markovian jump linear singularly perturbed systems
Author :
Liu, H.-P. ; Sun, F.-C. ; Sun, Z.-Q.
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
The stochastic stability and H∞ disturbance attenuation is studied for Markovian jump linear singularly perturbed systems (MJLSPS) via a matrix inequality approach. Both analysis and synthesis problems are investigated. In analysis, the stochastic stability and H∞ performance conditions are derived and recast in the formulation of a set of coupled linear matrix inequalities. In synthesis, the sufficient conditions under which the closed-loop H∞ disturbance attenuation performance turn out to be in the form of a set of coupled bilinear matrix inequalities and are solved with a proposed heuristic algorithm, and an ε-independent H∞ controller can then be obtained. The reduced controller which is independent of the fast states is also developed. The results proposed apply not only to standard, but also to nonstandard MJLSPS. An example is presented to illustrate the proposed algorithm.
Keywords :
H∞ control; Markov processes; closed loop systems; control system analysis; control system synthesis; linear matrix inequalities; linear systems; singularly perturbed systems; stability; H∞ control; H∞ disturbance attenuation; Markovian jump linear singularly perturbed system; closed loop system; control system analysis; control system synthesis; linear matrix inequalities; stochastic stability;
Journal_Title :
Control Theory and Applications, IEE Proceedings -
DOI :
10.1049/ip-cta:20040852