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Observer-Based Adaptive Finite-Time Tracking Control for a Class of Switched Nonlinear Systems With Unmodeled Dynamics

Yi Chang, Shuo Zhang, Naif D. Alotaibi, Abdulhameed F. Alkhateeb

2020IEEE Access80 citationsDOIOpen Access PDF

Abstract

This paper investigates the adaptive finite-time tracking control problem for a class of switched nonlinear systems with unmodeled dynamics. In practical applications, switched systems usually possess unfavourable factors, such as unmeasured states and unmodeled dynamics both of which are taken into account in this paper. A dynamic signal defined with a special property is introduced in this paper to improve control performance while garanteeing stability of the controlled system. By designing an observer, a finite-time adaptive output-feedback tracking controller is constructed via the backstepping technique. Then, the finite-time stability problem of the considered systems is studied. It is shown that all the signals in the closed-loop system are semi-globally uniformly finite-time bounded (SGFUB), and the observer errors and tracking errors can be regulated to a small neighborhood of the origin by choosing appropriate parameters. It is noted that, the design process is less complex than some existing results on tackling control problems of nonlinear systems with unmodeled dynamics. In the example, the simulation result testifies the effectiveness of the proposed method.

Topics & Concepts

Control theory (sociology)Nonlinear systemClass (philosophy)Computer scienceObserver (physics)Tracking (education)Adaptive controlDynamics (music)Control (management)Artificial intelligencePhysicsAcousticsPsychologyQuantum mechanicsPedagogyAdaptive Control of Nonlinear SystemsIterative Learning Control SystemsStability and Control of Uncertain Systems