Title :
Robust H∞ control design for uncertain fuzzy systems with Markovian jumps: an LMI approach
Author :
Nguang, Sing Kiong ; Assawinchaichote, Wudhichai ; Shi, Peng ; Shi, Yan
Author_Institution :
Dept. of Electr. & Comput. Eng., Auckland Univ., New Zealand
Abstract :
This paper investigates the problem of designing a robust output feedback controller for a class of uncertain Markovian jump nonlinear systems that guarantees the L2-gain from an exogenous input to a regulated output is less than or equal to a prescribed value. First, we approximate this class of uncertain Markovian jump nonlinear systems by a class of uncertain Takagi-Sugeno fuzzy models with Markovian jumps. Then, based on an LMI approach, LMIbascd sufficient conditions for the uncertain Markovian jump nonlinear systems to have an H∞ performance are derived. An illustrative example is used to illustrate the effectiveness of the proposed design techniques.
Keywords :
H∞ control; Markov processes; control system synthesis; feedback; fuzzy systems; linear matrix inequalities; robust control; LMI approach; Takagi-Sugeno fuzzy models; linear matrix inequality; robust H∞ control design; uncertain Markovian jump nonlinear systems; uncertain fuzzy systems; Control design; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Output feedback; Robust control; Sufficient conditions; Takagi-Sugeno model;
Conference_Titel :
American Control Conference, 2005. Proceedings of the 2005
Print_ISBN :
0-7803-9098-9
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2005.1470230