Title :
Fuzzy-Model-Based Piecewise
Static-Output-Feedback Controller Design for Networked Nonlinear Systems
Author :
Qiu, Jianbin ; Feng, Gang ; Gao, Huijun
Author_Institution :
Space Control & Inertial Technol. Res. Center, Harbin Inst. of Technol., Harbin, China
Abstract :
This paper investigates the problem of robust H∞ output-feedback control for a class of nonlinear systems under unreliable communication links. The nonlinear plant is represented by a Takagi-Sugeno (T-S) uncertain fuzzy model, and the communication links between the plant and controller are assumed to be imperfect, i.e., data-packet dropouts occur intermittently, which is often the case in a network environment. Stochastic variables that satisfy the Bernoulli random-binary distribution are adopted to characterize the data-missing phenomenon, and the attention is focused on the design of a piecewise static-output-feedback (SOF) controller such that the closed-loop system is stochastically stable with a guaranteed H∞ performance. Based on a piecewise Lyapunov function combined with some novel convexifying techniques, the solutions to the problem are formulated in the form of linear matrix inequalities (LMIs). Finally, simulation examples are also provided to illustrate the effectiveness of the proposed approaches.
Keywords :
H∞ control; Lyapunov methods; closed loop systems; feedback; fuzzy control; linear matrix inequalities; nonlinear control systems; random processes; robust control; stochastic systems; telecommunication control; telecommunication links; uncertain systems; Bernoulli random-binary distribution; SOF controller; T-S uncertain fuzzy model; Takagi-Sugeno uncertain fuzzy model; closed-loop system; data-missing phenomenon; data-packet dropout; linear matrix inequalities; network environment; networked nonlinear system; nonlinear plant; piecewise Lyapunov function; piecewise static-output-feedback controller; robust H∞ output-feedback control; stochastic stability; stochastic variable; unreliable communication link; Communication system control; Control systems; Fuzzy control; Linear matrix inequalities; Nonlinear control systems; Nonlinear systems; Output feedback; Robust control; Stochastic systems; Takagi-Sugeno model; Nonlinear systems; Takagi–Sugeno (T–S) fuzzy systems; output feedback; piecewise Lyapunov functions; unreliable communication links;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2010.2052259