控制器(灌溉)
离散时间和连续时间
计算机科学
控制(管理)
事件(粒子物理)
控制理论(社会学)
实时计算
多智能体系统
理论(学习稳定性)
分布式计算
控制工程
工程类
人工智能
数学
物理
量子力学
统计
机器学习
农学
生物
作者
Ziwei Yan,Liang Han,Xiaoduo Li,Xiwang Dong,Qingdong Li,Zhang Ren
标识
DOI:10.1016/j.jfranklin.2023.01.036
摘要
This paper studies the formation control for a time-delayed discrete-time multi-agent system (MAS). An event-triggered controller is proposed to reduce the communication load of the system. Based on the designed event-triggered condition and properties of Schur stable matrix, the stability of formation for discrete-time MAS is proved. Utilizing the virtual simulation platform integrated Robot Operating System (ROS) and Gazebo, a virtual scene with unmanned aerial vehicles (UAVs) models is built and the verification for the theoretical algorithm is completed. Finally, an experimental platform with four practical UAVs is constructed and the result shows that the expected formation is achieved and controller proposed can solve the formation control problem for time-delayed discrete-time MASs. Besides, the effectiveness of the event-triggered mechanism on reducing communication frequency is comfirmed in practical scenarios.
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