Cooperative Task Assignment of Multi-UAV in Road-network Reconnaissance Using Customized Genetic Algorithm

Qiusheng Wang, Li Liu, Weiyong Tian

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Cooperative reconnaissance is an important task scenario of multi-UAV cooperative mission. The complex environments require UAVs to move along the road-network and complete reconnaissance of the road in mission scenarios such as urban warfare, precision agriculture, logistics and transportation. In this paper, considering the road-network constraints during the task execution, the task assignment problem of multi-UAV cooperative road-network reconnaissance is defined, and the model of multi-UAV road-network reconnaissance traveling salesman problem (MRRTSP) is established. Furthermore, a customized genetic algorithm for road-network reconnaissance (CGA-RR) is used to solve the task assignment problem. Simulation results show the effectiveness of the algorithm, which can achieve the optimal multi-UAV task assignment.

源语言英语
主期刊名IMCEC 2021 - IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference
编辑Bing Xu
出版商Institute of Electrical and Electronics Engineers Inc.
803-809
页数7
ISBN(电子版)9781728185347
DOI
出版状态已出版 - 18 6月 2021
活动4th IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2021 - Chongqing, 中国
期限: 18 6月 202120 6月 2021

出版系列

姓名IMCEC 2021 - IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference
ISSN(印刷版)2693-2814
ISSN(电子版)2693-2776

会议

会议4th IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2021
国家/地区中国
Chongqing
时期18/06/2120/06/21

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