异构切换多智能体系统的预设时间容错编队控制

Prescribed-Time Fault-Tolerant Formation for Heterogeneous Switched Multiagent Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2026
被引 1 · 同刊同年前 7%
ABS 3

中文导读

针对带有执行器故障的异构切换非线性多智能体系统,提出一种预设时间容错编队协议,利用模糊逻辑系统逼近未知非线性函数,使编队误差在任意给定时间内收敛到零。

Abstract

This article investigates the prescribed-time fault-tolerant formation (PTFTF) control problem for heterogeneous switched nonlinear multiagent systems (HSNMASs) with actuator faults. In particular, the system under consideration exhibits both heterogeneity and switching dynamics, and operates over a directed topology. A novel PTFTF protocol that includes two adaptive laws and an auxiliary system is proposed by introducing a time-varying function. It is noteworthy that the constructed auxiliary system can effectively address the heterogeneity and switching characteristics of the system. Fuzzy logic systems (FLSs) are utilized to approximate potentially unknown nonlinear functions that are not required to satisfy the specific growth conditions. Notably, the adaptive law, newly designed as a key part of the protocol, eliminates the adverse effects of fuzzy approximation errors, ensuring that formation errors converge to zero within any given time. Finally, the effectiveness of the proposed protocol is demonstrated through both numerical and comparative simulations.

多智能体系统容错控制非线性系统模糊逻辑切换系统