🌙

具有全局输出约束的不确定非线性系统自适应事件触发控制的多滤波器方法

A Multifilters Approach to Adaptive Event-Triggered Control of Uncertain Nonlinear Systems With Global Output Constraint

IEEE Transactions on Cybernetics · 2022
被引 23
ABS 3

中文导读

针对输出约束下的一类不确定非线性系统,提出一种多滤波器方法重构不可测状态,并设计不依赖输出初值的约束算法,使输出进入非对称时变约束边界,同时避免控制器连续采样。

Abstract

This article focuses on the problem of adaptive event-triggered output feedback control for a class of uncertain nonlinear systems under the output constraint. Different from the existing works, the time-varying parameters and the global output constraint are taken into account. First, by means of multifilters, the unmeasurable state variables are reconstructed, under which the unknown time-varying parameters and sensor sensitivity are transformed into the estimation problem of unknown parameters. Second, based on a barrier function, a novel constraint algorithm is established to make the output enter into asymmetric time-varying constraint boundaries, which is independent of the initial value of the output. To avoid continuous sampling of the controller, an event-triggered mechanism is proposed without the Zeno phenomenon. By means of the Lyapunov stability theory, it is strictly proved that the output enters into the pregiven asymmetric constraint boundaries, and never exceeds. Finally, the validity of our proposed control algorithm is illustrated by a numerical simulation.

控制理论非线性系统自适应控制事件触发控制