Title :
Control Synthesis of Discrete-Time T–S Fuzzy Systems Based on a Novel Non-PDC Control Scheme
Author :
Xiangpeng Xie ; Hongjun Ma ; Yan Zhao ; Da-Wei Ding ; Yingchun Wang
Author_Institution :
Sch. of Electr. Eng. & Autom., Henan Polytech. Univ., Jiaozuo, China
Abstract :
This paper proposes relaxed stabilization conditions of discrete-time nonlinear systems in the Takagi-Sugeno (T-S) fuzzy form. By using the algebraic property of fuzzy membership functions, a novel nonparallel distributed compensation (non-PDC) control scheme is proposed based on a new class of fuzzy Lyapunov functions. Thus, relaxed stabilization conditions for the underlying closed-loop fuzzy system are developed by applying a new slack variable technique. In particular, some existing fuzzy Lyapunov functions and non-PDC control schemes are special cases of the new Lyapunov function and fuzzy control scheme, respectively. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed method.
Keywords :
Lyapunov methods; closed loop systems; control system synthesis; discrete time systems; fuzzy control; nonlinear control systems; stability; Lyapunov functions; Takagi-Sugeno fuzzy form; algebraic property; closed-loop fuzzy system; control synthesis; discrete-time T-S fuzzy systems; discrete-time nonlinear systems; fuzzy membership functions; nonPDC control scheme; nonparallel distributed compensation control scheme; relaxed stabilization conditions; slack variable technique; Educational institutions; Fuzzy control; Lyapunov methods; PD control; Polynomials; Symmetric matrices; Discrete-time system; Takagi–Sugeno (T–S) fuzzy model; homogenous polynomial; nonparallel distributed compensation (non-PDC) control scheme; parameter-dependent Lyapunov function;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2012.2210049