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Multirobot Cooperative Patrolling Strategy for Moving Objects

delete2023-05-01
delete10
PRE
AI
L
Li Huang
M
MengChu Zhou *
K
Kuangrong Hao
H
Hua Han
DOI:10.1109/TSMC.2022.3220524delete
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摘要

摘要

En 中文
In multirobot patrolling problems, various dynamic situations require a higher level of cooperation among robots. The dynamic problems caused by moving objects are rarely studied yet. This work proposes a distributed event-driven cooperative strategy for multirobot systems to patrol moving objects autonomously. First, forward and backward utility functions are defined as criteria for robots to conduct two-way evaluation when they choose their targets to patrol. Then, three event types and a cooperative action considering energy consumption and visiting frequency comprehensively are proposed to improve coordination among robots during their execution processes. In simulation experiments, the proposed strategy shows significant advantages on decreasing the average and maximum unvisited time of moving objects compared with the state-of-the-art. A marine pollution monitoring case is simulated to demonstrate the practicability of this strategy.
Keyword:
Dynamic patrolling
environment surveillance
event-driven coordination
multirobot system

期刊

IEEE Transactions on Cybernetics 封面图
IEEE Transactions on Cybernetics
IF:
10.5
论文数:
1.1W
被引数:
5.0W

机构

S
Shanghai University of Engineering Science
学者数:
7.9K
论文数: 4.9K
被引数: 6.0K
D
Donghua University
学者数:
2.0W
论文数: 1.4W
被引数: 2.9W
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