Title :
Controller Design for TS Models Using Delayed Nonquadratic Lyapunov Functions
Author :
Lendek, Zsofia ; Guerra, Thierry-Marie ; Lauber, Jimmy
Author_Institution :
Dept. of Autom., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
Abstract :
In the last few years, nonquadratic Lyapunov functions have been more and more frequently used in the analysis and controller design for Takagi-Sugeno fuzzy models. In this paper, we developed relaxed conditions for controller design using nonquadratic Lyapunov functions and delayed controllers and give a general framework for the use of such Lyapunov functions. The two controller design methods developed in this framework outperform and generalize current state-of-the-art methods. The proposed methods are extended to robust and H∞ control and α-sample variation.
Keywords :
H∞ control; Lyapunov methods; control system synthesis; delays; fuzzy control; robust control; α-sample variation; H∞ control; TS fuzzy model; Takagi-Sugeno fuzzy model; controller design; delayed controllers; delayed nonquadratic Lyapunov functions; relaxed condition; robust control; Analytical models; Delays; Design methodology; Indexes; Lyapunov methods; Stability criteria; Controller design; LMI; discrete-time Takagi--Sugeno models; discrete-time Takagi???Sugeno models; nonquadratic Lyapunov functions;
Journal_Title :
Cybernetics, IEEE Transactions on
DOI :
10.1109/TCYB.2014.2327657