Title :
On the state-feedback robust control of continuous-time infinite Markov jump linear systems
Author :
Todorov, Marcos G. ; Fragoso, Marcelo D.
Author_Institution :
LNCC/CNPq, Nat. Lab. for Sci. Comput., Rio de Janeiro, Brazil
Abstract :
This paper addresses the robust H2 guaranteed cost control of continuous-time Markov jump linear systems with transition parameters taking values in a countably infinite set. In the finite case, an adjoint approach to the robust control of MJLS in face of linear structured uncertainty is developed. Regarding the scenario of uncertain transition rates of the Markov process, the design of robust controllers is characterized by uncertainty-dependent linear matrix inequality problems. The main results are applied to the robust control of an underactuated robotic manipulator system.
Keywords :
H∞ control; Markov processes; continuous time systems; linear matrix inequalities; linear systems; manipulators; robust control; set theory; state feedback; stochastic systems; uncertain systems; continuous time system; cost control; infinite Markov jump linear system; linear matrix inequality; robust control; state feedback; uncertain transition rate; underactuated robotic manipulator system; Control systems; Face; Linear systems; Markov processes; Robots; Robust control; Robustness;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717739