Litcius/Paper detail

Command filter-based event-triggered adaptive fixed-time output-feedback control for large-scale nonlinear systems

Yuanbo Su, Hong Xue, Yan Wang, Yingnan Pan

2021International Journal of Systems Science13 citationsDOI

Abstract

This paper studies the issue of event-triggered adaptive fixed-time control for uncertain large-scale nonlinear systems. A state observer is employed to estimate unknown states. By combining the technologies of command filter and backstepping control, a command filtered-based fixed-time adaptive control approach is proposed, which can cope with the issue of ‘complexity explosion’ in the backstepping design scheme. Meanwhile, a novel continuous hyperbolic tangent function is designed to handle the difficulty of fixed-time stability analysis with output-feedback control form, where two types of observer errors are needed in the designed Lyapunov function to achieve the fixed-time stability. Further, based on the event-triggered strategy, an event-triggered fixed-time adaptive controller is designed. Based on Lyapunov stability theory, it is proven that all signals of the closed-loop system are bounded. Finally, the effectiveness of the presented approach is validated by a simulation.

Topics & Concepts

BacksteppingControl theory (sociology)Lyapunov functionObserver (physics)Nonlinear systemLyapunov stabilityFilter (signal processing)Controller (irrigation)Computer scienceBounded functionStability (learning theory)Adaptive controlMathematicsControl (management)Artificial intelligencePhysicsAgronomyBiologyQuantum mechanicsMachine learningComputer visionMathematical analysisAdaptive Control of Nonlinear SystemsAdaptive Dynamic Programming ControlControl and Stability of Dynamical Systems