4.8 Article

Event-Triggered Finite-Time Adaptive Practical Tracking Control for Time-Varying State-Constrained Nonlinear Systems

期刊

IEEE TRANSACTIONS ON FUZZY SYSTEMS
卷 31, 期 5, 页码 1580-1592

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2022.3206503

关键词

Adaptive fuzzy control; command-filtered backstepping; disturbance observer; event-triggered control (ETC); finite-time control; time-varying state constraints

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This article focuses on event-triggered finite-time adaptive practical tracking control for uncertain nonstrict-feedback nonlinear systems in the presence of time-varying state constraints and external disturbances. It introduces a disturbance observer to identify compounded disturbances and constructs asymmetric time-varying barrier Lyapunov functions to guarantee that state constraints are not violated. It also develops an event-triggered adaptive controller to reduce communication burden. The proposed control strategy ensures semiglobally practically finite-time stability and convergence of tracking error in a finite time.
This article focuses on the event-triggered finite-time adaptive practical tracking control for uncertain nonstrict-feedback nonlinear systems in the presence of time-varying state constraints and external disturbances. First, a disturbance observer is introduced to identify the compounded disturbances, which are made up of external disturbances and fuzzy approximation errors. Second, the asymmetric time-varying barrier Lyapunov functions are constructed to guarantee that all the state constraints are not violated. Meanwhile, the finite-time command filters are embedded in the backstepping-based controller design to overcome the explosion of complexity problems. Third, the event-triggered adaptive controller is developed to reduce the communication burden based on the relative threshold algorithm. The proposed control strategy can guarantee that the closed-loop system is semiglobally practically finite-time stable, and the tracking error converges to a small residual set in a finite time. Finally, a simulation example is included to illustrate the effectiveness of the theoretical results.

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