Title :
H∞ output tracking control for nonlinear discrete-time systems in random network environment
Author :
Chi, Xiaobo ; Jia, Xinchun ; Li, Lei ; Liu, Bo
Author_Institution :
Sch. of Math. Sci., Shanxi Univ., Taiyuan, China
Abstract :
This paper is concerned with the H∞ output tracking control problem for a class of nonlinear discrete-time networked control systems via a state-feedback controller, where the nonlinear plant is approximated by a discrete-time Takagi-Sugeno (T-S) fuzzy model, and the nonlinear plant and the tracked plant are distributed in a wide area. Considering the random characteristics of network transmission, data packet dropout is modeled as a Bernoulli sequence. Then, a new model with stochastic parameters is established for such tracking control problem. Based on parallel distributed compensation (PDC) scheme and stochastic stability theory, a design procedure for the fuzzy tracking controller, which guarantees that the output of the nonlinear plant tracks that of a tracked plant in the modified H∞ sense, is presented in terms of linear matrix inequalities (LMIs). A simulation example is given to show the effectiveness of the proposed method.
Keywords :
H∞ control; discrete time systems; distributed parameter systems; fuzzy control; linear matrix inequalities; nonlinear control systems; stability; state feedback; stochastic systems; H∞ output tracking control; discrete time Takagi-Sugeno fuzzy model; fuzzy tracking controller; linear matrix inequalities; nonlinear discrete time networked control system; parallel distributed compensation scheme; random network environment; state feedback controller; stochastic parameters; stochastic stability theory; Biological system modeling; Communication networks; Control systems; Data models; Delay; Mathematical model; Stochastic processes; T-S fuzzy model; data packet dropout; networked control systems; output tracking control;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554052