Title :
Fuzzy controller design for discrete time-delay affine Takagi-Sugeno fuzzy systems
Author :
Chang, Wen-Jer ; Chang, Wei
Author_Institution :
Dept. of Marine Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
Abstract :
A parallel distributed compensation (PDC) based fuzzy controller design issue to discrete time-delay affine Takagi-Sugeno (T-S) fuzzy systems is considered. It is noted that the discrete time-delay affine T-S fuzzy systems stabilization matrix inequalities belong to a class of bilinear matrix inequalities (BMI) and cannot be solved by a convex optimization algorithm. Due to this reason, an iterative linear matrix inequality (ILMI) algorithm is used to represent the BMI problem into a linear matrix inequality (LMI) problem and to obtain the feasible solution for the synthesis of the discrete time-delay affine T-S fuzzy systems. Finally, a numerical simulation is given to show the applications of the present approach.
Keywords :
control system synthesis; delay systems; discrete systems; fuzzy control; fuzzy systems; linear matrix inequalities; bilinear matrix inequalities; discrete time-delay affine Takagi-Sugeno fuzzy systems; fuzzy controller design; iterative linear matrix inequality; parallel distributed compensation; stabilization matrix inequalities; Control systems; Delay effects; Fuzzy control; Fuzzy systems; Iterative algorithms; Linear matrix inequalities; Numerical simulation; Oceans; Stability; Takagi-Sugeno model;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375390