具有非仿射非线性故障和不确定性的切换多智能体系统的冲突约束控制

Conflict Constrained Control for Switched Multiagent Systems With Nonaffine Nonlinear Faults and Uncertainties

IEEE Transactions on Cybernetics · 2025
被引 0
ABS 3

中文导读

针对切换多智能体系统在非仿射非线性故障下参考信号与动态约束冲突的问题,提出一种基于虚拟圆和公共Lyapunov函数的冲突约束控制方法,并通过仿真验证有效性。

Abstract

This article investigates a conflict-constrained control method for switched multiagent systems with nonaffine nonlinear faults. Existing studies on state constraints often assume that the reference signal always stays within the constraint set. However, in practice, constraints may be dynamically detected during system operation and conflict with predefined reference signals, causing brief violations of the constraint boundaries. When the reference signal cannot remain within the prescribed range, many backstepping control methods based on barrier Lyapunov function and nonlinear transformations become ineffective. To address this, a new safe reference signal is constructed by using a virtual circle approach, and a conflict-constrained control method is proposed. By combining a common Lyapunov function and the radial basis function neural network, the effects of switching behavior and nonaffine nonlinear faults can be effectively compensated. A shift function is also introduced in the coordinate transformation to further relax constraints on initial values. The proposed method is validated through multiple simulation experiments.

切换系统多智能体系统非线性故障约束控制反步法