Title :
Local mode dependent output feedback control of uncertain Markovian jump large-scale systems
Author :
Xiong, Junlin ; Ugrinovskii, Valery A. ; Petersen, Ian R.
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Univ. of New South Wales at the Australian Defence Force Acad., Canberra, ACT, Australia
Abstract :
This paper is concerned with the output feedback guaranteed cost control problem for a class of uncertain stochastic large-scale systems governed by a random parameter. The uncertainties are assumed to satisfy integral quadratic constraints, and the random parameter is a Markov process. A sufficient condition is established for the design of decentralized output feedback guaranteed cost controllers which use local system states and local system operation modes to produce local control inputs, and ensure suboptimal global quadratic performance. The condition is given in terms of a set of rank constrained linear matrix inequalities. A numerical example and simulations are also provided to illustrate the theory.
Keywords :
Markov processes; control system synthesis; decentralised control; feedback; large-scale systems; linear matrix inequalities; random processes; stochastic systems; uncertain systems; Markov process; decentralized output feedback guaranteed cost controllers; integral quadratic constraints; local mode dependent output feedback control; output feedback guaranteed cost control problem; random parameter; rank constrained linear matrix inequality; suboptimal global quadratic performance; sufficient condition; uncertain Markovian jump large-scale systems; uncertain stochastic large-scale systems; Control systems; Costs; Large-scale systems; Linear matrix inequalities; Markov processes; Numerical simulation; Output feedback; Stochastic systems; Sufficient conditions; Uncertainty;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160002