Adaptive fuzzy control for feedback linearizable MIMO nonlinear systems with prescribed performance

作者：Shi, Wuxi^*; Li, Baoquan

来源：Fuzzy Sets and Systems, 2018, 344: 70-89.

DOI：10.1016/j.fss.2017.09.001

• MIMO nonlinear systems
• Adaptive fuzzy control
• Prescribed performance control
• Unknown control direction

In this paper, a new adaptive fuzzy control scheme with prescribed performance is developed for a class of feedback linearizable uncertain MIMO nonlinear systems with unknown control direction and external disturbances. The fuzzy systems are employed to approximate the unknown nonlinear functions, and a Nussbaum-type function is applied to resolve the unknown control direction problems. By using the prescribed performance bounds, an adaptive fuzzy controller equipped with the Nussbaum-type gain function is developed. The proposed design scheme guarantees that all the signals in the closed-loop systems are bounded and that the tracking errors converge to a prescribed performance bounds by guaranteeing the convergence of the filtered tracking error to a predefine performance bounds. Two simulation examples are used to demonstrate the effectiveness of the proposed scheme.

• 出版日期2018-8-1
• 单位天津工业大学