Title :
Switched control of type-2 polynomial discrete fuzzy systems based on SOS
Author :
Tiechao Wang ; Jianqiang Yi ; Ding Wang
Author_Institution :
Coll. of Electr. Eng., Liaoning Univ. of Technol., Jinzhou, China
Abstract :
This paper presents a switched stabilization method of discrete interval type-2 fuzzy systems via sum-of-squares (SOS). Based on polynomial Lyapunov functions, we derive stabilization conditions to design stable polynomial interval type-2 fuzzy switched controllers. The stabilization conditions are represented in terms of SOS, and the controllers are numerically (partially symbolically) solved via the recent developed SOSTOOLS. In addition, polynomial discrete fuzzy systems and controllers are the generalization of discrete Takagi-Sugeno (T-S) fuzzy systems and controllers. A numerical simulation example is provided to illustrate the validity of the control method.
Keywords :
Lyapunov methods; control system synthesis; discrete systems; fuzzy control; polynomials; stability; time-varying systems; SOSTOOLS; discrete Takagi-Sugeno fuzzy system generalization; discrete interval type-2 fuzzy systems; polynomial Lyapunov functions; polynomial interval type-2 fuzzy switched controller design; sum-of-squares; switched stabilization method; type-2 polynomial discrete fuzzy systems; Educational institutions; Fuzzy systems; Polynomials; Switches; Symmetric matrices; Vectors; Interval type-2 fuzzy logic; SOS; Switched control;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2013 10th International Conference on
Conference_Location :
Shenyang
DOI :
10.1109/FSKD.2013.6816176