Adaptive Fuzzy Control of Strict-Feedback Nonlinear Time-Delay Systems With Unmodeled Dynamics

作者：Yin, Shen^*; Shi, Peng; Yang, Hongyan

来源：IEEE Transactions on Cybernetics, 2016, 46(8): 1926-1938.

DOI：10.1109/TCYB.2015.2457894

• Fuzzy control
• nonlinear systems
• time-delays
• unmodeled dynamics

In this paper, an approximated-based adaptive fuzzy control approach with only one adaptive parameter is presented for a class of single input single output strict-feedback nonlinear systems in order to deal with phenomena like nonlinear uncertainties, unmodeled dynamics, dynamic disturbances, and unknown time delays. Lyapunov-Krasovskii function approach is employed to compensate the unknown time delays in the design procedure. By combining the advances of the hyperbolic tangent function with adaptive fuzzy backstepping technique, the proposed controller guarantees the semi-globally uniformly ultimately boundedness of all the signals in the closed-loop system from the mean square point of view. Two simulation examples are finally provided to show the superior effectiveness of the proposed scheme.

• 出版日期2016-8
• 单位哈尔滨工业大学