Consensus Formation of Multi-agent Systems with Obstacle Avoidance based on Event-triggered Impulsive Control

被引:0
|
作者
Ji, Lianghao [1 ,2 ]
Qu, Xiaofeng [1 ,2 ]
Tang, Chengmei [1 ,2 ]
Yang, Shasha [1 ,2 ]
Guo, Xing [1 ,2 ]
Li, Huaqing [3 ]
机构
[1] Chongqing Univ Posts & Telecommun, Chongqing Key Lab Image Cognit, Chongqing 400065, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Sch Comp Sci & Technol, Chongqing 400065, Peoples R China
[3] Southwest Univ, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-agent systems; Event-triggered impulsive control; Consensus formation; Obstacle avoidance;
D O I
10.1007/s10846-023-01987-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper utilizes the distributed event-triggered impulsive control (ETIC) scheme to solve the consensus formation problem of leader-follower multi-agent systems (MASs) subject to obstacles. In order to solve the problem of the high cost of continuous control, an impulsive control strategy combined with the event triggering function is applied. By Lyapunov theory, the sufficient conditions for the strategy to achieve global exponential consensus are obtained, which implies that the formation of the system can be completed successfully. This research proposes a novel event-triggered condition which reduces the system's energy loss when performing formation tasks. The proposed scheme not only realizes the system formation but also avoids the occurrence of Zeno behavior. Furthermore, the influence of the external environment with obstacles to consensus formation is considered. An improved artificial potential field (APF) function is proposed, which enables the MASs to avoid obstacles during the formation process. Finally, the effectiveness of the proposed method is verified by simulations.
引用
收藏
页数:16
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