Cooperative task assignment algorithm of manned/unmanned aerial vehicle in uncertain environment

Bo Li, Yuanxun Wang, Yanbo Zhang, Daqing Chen

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

4 Scopus citations

Abstract

On account of the influences on cooperative task assignment brought by the uncertainty in the intelligence acquirement and volatility in the battlefield environment, a cooperative task assignment method of manned/unmanned aerial vehicle in uncertain environment is provided. Firstly, the weight vector of uncertain multiple attribute decision making problems is calculated with the uncertain information handled by interval value theory in all decision indexes. And then the cooperative task assignment model of manned/unmanned aerial vehicles is established combining all the indexes and constraints discussed. Finally, the Genetic Algorithm (GA) is improved with the introduction of Contract Network Protocol (CNP) and is applied to solve the optimization model. The obtained optimized task assignment result testifies the applicability of the model and the effectiveness of the improved algorithm.

Original languageEnglish
Title of host publicationProceedings of the 2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2017
EditorsBing Xu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1119-1123
Number of pages5
ISBN (Electronic)9781509064137
DOIs
StatePublished - 2 Jul 2017
Event2nd IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2017 - Chengdu, China
Duration: 15 Dec 201717 Dec 2017

Publication series

NameProceedings of the 2017 IEEE 2nd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2017
Volume2018-January

Conference

Conference2nd IEEE Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2017
Country/TerritoryChina
CityChengdu
Period15/12/1717/12/17

Keywords

  • contract network protocol
  • genetic algorithm
  • task assignment
  • uncertain environment

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