Title :
Relaxation Technique for a T–S Fuzzy Control Design Based on a Continuous-Time Fuzzy Weighting-Dependent Lyapunov Function
Author_Institution :
Sch. of Electr. Eng., Univ. of Ulsan, Ulsan, South Korea
Abstract :
Based on the fuzzy weighting-dependent Lyapunov function, this paper proposes a method to drive the relaxed stabilization condition for continuous-time Takagi-Sugeno (T-S) fuzzy control systems without resorting to elimination and bounding techniques. Here, to achieve an improved robust H∞ performance while enhancing the interactions among the fuzzy subsystems, this paper proposes a valuable relaxation technique that is capable of incorporating the derivatives of fuzzy weighting functions to the relaxation process. Finally, three examples are given to verify the effectiveness of the proposed method.
Keywords :
Lyapunov methods; continuous time systems; control system synthesis; fuzzy control; fuzzy systems; robust control; continuous-time T-S fuzzy control systems; continuous-time fuzzy weighting-dependent Lyapunov function; fuzzy control design; fuzzy subsystems; fuzzy weighting functions; relaxation technique; relaxed stabilization condition; robust H∞ performance; Closed loop systems; Fuzzy control; Lyapunov methods; Nonlinear systems; Robustness; Symmetric matrices; Continuous-time Takagi–Sugeno (T–S) fuzzy systems; fuzzy weighting-dependent Lyapunov function; relaxation technique;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2012.2230180