多通道拒绝服务攻击下IT2模糊异构多智能体系统的自适应分层事件触发H∞输出跟踪

Adaptive Hierarchical Event-Triggered H ∞ Output Tracking of IT2 Fuzzy Heterogeneous Multiagent Systems Under Multiple-Channel DoS Attacks

IEEE Transactions on Cybernetics · 2026
被引 2 · 同刊同年前 2%
ABS 3

中文导读

研究了多通道拒绝服务攻击下异构多智能体系统的输出跟踪问题,设计了自适应补偿器和模糊切换控制器,并提出分层事件触发机制以减少通信负担,仿真验证了方法的有效性。

Abstract

Output tracking control has been extensively applied in the cooperative control of multiagent systems (MASs), including mobile robot obstacle avoidance and autonomous aerial vehicle formation. This article investigates the $H_{\infty }$ output consensus tracking problem of interval type-2 (IT2) fuzzy heterogeneous MASs subject to multiple-channel denial-of-service (DoS) attacks. First, in the presence of DoS attacks on both leader-follower and follower-follower communication channels, a fully distributed adaptive compensator is designed to approximate the convex hull of the leader's state. Then, to address DoS attacks occurring in the compensator-controller and observer-controller channels, an observer-based fuzzy switched controller is developed for each follower agent to accomplish the tracking objective. Furthermore, a two-layer hierarchical hybrid event-triggered mechanism (ETM) is established to significantly reduce the communication burden of the MAS network. In the proposed ETM, asynchronous communication and Zeno behavior are rigorously excluded, while the triggering frequency is effectively decreased. Moreover, a sufficient condition is derived to guarantee the exponential stability of the tracking error with a prescribed $H_{\infty }$ performance. Finally, simulation results are provided to demonstrate the feasibility and superiority of the proposed approach.

多智能体系统模糊控制事件触发控制网络安全输出跟踪