Task Allocation Method for Multi-UAV Teams with Limited Communication Bandwidth

Xiaowei Fu, Jing Pan, Xiaoguang Gao, Bin Li, Jun Chen, Kun Zhang

科研成果: 书/报告/会议事项章节会议稿件同行评审

13 引用 (Scopus)

摘要

Multiple unmanned aerial vehicle (UAV) team often needs to perform some certain tasks cooperatively. In the process of UAVs performing these tasks, the bandwidth of the communication network will affect the task assignment results, then the problem of task allocation for multi-UAV teams under the condition of limited communication bandwidth is considered. For a target, UAVs need to perform reconnaissance, attack and assessment tasks in coordination. The Consensus-Based Bundle Algorithm(CBBA) requires each task is assigned to no more than one UAV, so this paper extends CBBA by duplicating cooperative tasks to modify the task list and adding a judgment mechanism to ensure the uniqueness of the duplicate tasks' allocation in order to achieve the purpose of allocating multiple UAVs to the same task. At the same time, this paper utilizes a bid warping link to improve the algorithm performance and applies CBBA in asynchronous environment to reduce communication burden. Simulation results show that this improved algorithm is feasible and more efficient to improve the task allocation result for multi-UAVs teams with fewer messages transmission and a larger global reward.

源语言英语
主期刊名2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018
出版商Institute of Electrical and Electronics Engineers Inc.
1874-1878
页数5
ISBN(电子版)9781538695821
DOI
出版状态已出版 - 18 12月 2018
活动15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018 - Singapore, 新加坡
期限: 18 11月 201821 11月 2018

出版系列

姓名2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018

会议

会议15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018
国家/地区新加坡
Singapore
时期18/11/1821/11/18

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