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Adaptive Fuzzy Prescribed Performance Control for Nonlinear Switched Time-Delay Systems With Unmodeled Dynamics

机译:具有非模型动力学的非线性切换时滞系统的自适应模糊规定性能控制

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摘要

This paper considers the adaptive fuzzy output feedback tracking control problem for a class of uncertain nonlinear switched systems with time delay and unmodeled dynamics. Based on a kind of switched K-filters, a prescribed performance control scheme is proposed to guarantee the tracking performance and restrain the fluctuation caused by switches between submodes as well. In addition, fuzzy logic systems (FLSs) are use to approximate unknown nonlinear functions and dynamic surface control (DSC) method is employed to eliminate the explosion of complexity problem inherent in traditional backstepping method. The proposed controllers of corresponding subsystems guarantee that all closed-loop signals remain bounded under a class of switching signals with average dwell time (ADT). A numerical simulation is performed to illustrate the effectiveness of the proposed approach.
机译:本文考虑了一类具有时滞和非建模动力学的不确定非线性切换系统的自适应模糊输出反馈跟踪控制问题。基于一种切换的K滤波器,提出了一种规定的性能控制方案,以保证跟踪性能并抑制子模式之间的切换引起的波动。此外,模糊逻辑系统(FLS)用于近似未知的非线性函数,动态表面控制(DSC)方法用于消除传统反推方法固有的复杂性问题激增。所建议的相应子系统的控制器可确保所有闭环信号保持在具有平均停留时间(ADT)的一类开关信号之下。进行了数值模拟,以说明所提出方法的有效性。

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