A SWITCHING CONTROLLER DESIGN VIA SUM-OF-SQUARES APPROACH FOR A CLASS OF POLYNOMIAL T-S FUZZY MODEL

作者：Chen Shun Hung^*; Juang Jyh Ching

来源：International Journal of Innovative Computing Information and Control, 2011, 7(7B): 4363-4376.

• Polynomial T-S fuzzy
• Switch controller
• Sum of squares programming

This paper presents a switch methodology together with a sum of squares (SOS) techniques to synthesize a nonlinear controller for a polynomial Takagi-Sugeno (T-S) fuzzy model. A polynomial T-S fuzzy model adopts a polynomial representation of the nonlinear dynamics in its consequent part, which make it less susceptible to linearization errors. With respect to polynomial T-S fuzzy models, a fuzzy switching control mechanism instead of fuzzy blending mechanism is developed to provide stability and performance. The switching control mechanism is synthesized by using the SOS technique which is capable of rendering an estimate of the region of convergence and, accordingly, leading to the partitioning of the fuzzy model. Computer simulations for two representative nonlinear systems are provided to demonstrate the effectiveness and robustness of the proposed nonlinear fuzzy control.

• 出版日期2011-7