非线性MIMO系统全状态约束的渐近稳定性控制及其在飞行器中的应用

Asymptotic Stability Control With Full-State Constraints for Nonlinear MIMO Systems and Its Application to Aircraft

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2024
被引 4
ABS 3

中文导读

提出一种全状态约束渐近稳定性控制算法,解决非线性MIMO系统的状态约束问题,无需依赖未知函数假设,降低保守性,并通过仿真验证有效性。

Abstract

In this article, we propose a full-state constraints asymptotic stability control for nonlinear multiple-input-multiple-output (MIMO) systems. This algorithm addresses the full-state constraints problem by restricting the constraint intervals to only the system states, thus compensating for the limitations of barrier Lyapunov functions. Additionally, it ensures the asymptotic stability of the closed-loop system in the presence of unknown functions. In contrast to neural network and fuzzy approximation algorithms, our proposed algorithm facilitates the convergence of system states to the origin without relying on assumptions about unknown functions. This leads to a reduction in conservatism compared to these algorithms. Furthermore, a simulation example is provided to demonstrate the effectiveness and superiority of the proposed algorithm.

非线性系统多输入多输出系统稳定性控制飞行器控制