基于动态观测器的约束不确定非线性系统快速固定时间滤波反步控制器设计

Dynamic Observer-Based Fast Fixed-Time Filtered Backstepping Controller Design for a Constrained Uncertain Nonlinear System

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2023
被引 20
ABS 3

中文导读

针对一类具有全状态约束的高阶不确定非线性系统,提出一种基于快速固定时间滤波器的反步控制方案,通过动态增益固定时间扰动观测器估计不确定性,并利用状态变换处理约束,确保系统在固定时间内稳定。

Abstract

In this article, a fast fixed-time filter (FFTF)-based-backstepping control system is proposed for a class of uncertain high-order nonlinear systems with full-state constraints. To effectively tackle the lumped uncertainty, a dynamic gain fixed-time disturbance observer (DGFDO) is constructed to estimate the uncertainty, where the observer parameters are dynamically tuned and the estimation error converges to zero in fixed time. In order to solve the full-state constraints problem, the state transformation technique is employed with avoiding “feasibility conditions.” For overcoming the “explosion of complexity” problem of the backstepping method, an FFTF is constructed, where the filter error can be ensured to achieve fixed-time stability. In the light of Lyapunov theory, it is proved that all signals of the closed-loop system are bounded, all states are kept in their constraints, and output error converges to an arbitrarily small neighborhood around zero in fixed time. Finally, simulation results are demonstrated to verify the effectiveness of the theoretical results.

控制理论非线性系统状态约束观测器设计反步控制