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

Qiusheng Wang, Li Liu, Weiyong Tian

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationIMCEC 2021 - IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference
EditorsBing Xu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages803-809
Number of pages7
ISBN (Electronic)9781728185347
DOIs
Publication statusPublished - 18 Jun 2021
Event4th IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2021 - Chongqing, China
Duration: 18 Jun 202120 Jun 2021

Publication series

NameIMCEC 2021 - IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference
ISSN (Print)2693-2814
ISSN (Electronic)2693-2776

Conference

Conference4th IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2021
Country/TerritoryChina
CityChongqing
Period18/06/2120/06/21

Keywords

  • GA
  • cooperative reconnaissance
  • multi-UAV
  • road-network
  • task assignment

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