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Adaptive Fuzzy Finite-Time Control for Nonstrict-Feedback Nonlinear Systems.
IEEE Transactions on Cybernetics ( IF 9.4 ) Pub Date : 2021-03-23 , DOI: 10.1109/tcyb.2021.3063139
Yongchao Liu , Qidan Zhu

This article presents an adaptive fuzzy finite-time control (AFFTC) method for nonstrict-feedback nonlinear systems (NFNSs) with unknown dynamics. With the aid of the backstepping technique, by establishing the smooth switch function (SSF), a novel C¹ AFFTC strategy is recursively constructed, which counteracts the effect of nonstrict-feedback structure and unknown dynamics. Different from the reporting finite-time control achievements, the singularity hindrance derived from the differentiating virtual control law is availably surmounted. Moreover, the developed AFFTC strategy can drive the tracking error to converge into a small neighborhood of the origin in a finite time. Simulation results are conducted to substantiate the efficacy of theoretical findings.

中文翻译:

非严格反馈非线性系统的自适应模糊有限时间控制。

本文提出了一种用于动态未知的非严格反馈非线性系统(NFNS)的自适应模糊有限时间控制(AFFTC)方法。借助后推技术,通过建立平滑开关函数(SSF),递归构造了一种新颖的C¹AFFTC策略,该策略抵消了非严格反馈结构和未知动态的影响。与报告的有限时间控制成就不同,可以有效地克服源自微分虚拟控制律的奇异性障碍。而且,开发的AFFTC策略可以驱动跟踪误差在有限的时间内收敛到原点的一小部分。进行仿真结果以证实理论发现的有效性。
更新日期:2021-03-23
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