主管单位:中华人民共和国工业和信息化部
主办单位:西北工业大学  中国航空学会
地       址:西北工业大学友谊校区航空楼
考虑低空运行环境求解无人机任务分配问题的研究
作者:
作者单位:

南京航空航天大学民航学院

作者简介:

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中图分类号:

V279

基金项目:

南京航空航天大学研究生创新基地校开放基金(kfjj20200712)


Research on UAV mission assignment considering low-altitude operating environment
Author:
Affiliation:

南京航空航天大学民航学院

Fund Project:

Nanjing University of Aeronautics and Astronautics Graduate Innovation Base School Open Fund

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    摘要:

    在低空救援中如何合理的分配无人机的搜救任务长期以来都是研究的重点。本文在分层级分布式分配方法的基础上建立多目标多无人机任务分配模型,在模型中以搜救费用、无人机使用数量、完成任务的均衡性为目标函数,并且采用改进的NSGA-Ⅱ算法进行求解。结果表明:本文建立的模型有效,能在不同搜救环境下给出合理有效的分配方案;在搜救中考虑以搜救效率最高为导向时,带来无人机成本和数量的增加;当实际搜救的无人机非常有限时,则需要时间成本的投入;以经济利益为导向时,则会导致搜救时间的增加。

    Abstract:

    In order to study the problem of UAV search and rescue task allocation in the collaborative search and rescue of UAVs and general aviation, a UAV task allocation model was established on the basis of previous research, and multi-objective optimization was considered. In previous studies, only search and rescue efficiency was considered. On the basis, the search and rescue cost, the number of drones used, and the balance of drone tasks are used as the objective function, and environmental factors such as terrain, wind, and the constraints of the drone battery capacity are considered in the model; in the algorithm for solving the model , Using the excellent NSGA-II algorithm to obtain the Pareto solution, which also uses the method based on opposite learning to increase the diversity and scale of the population, and finally analyze the sensitivity of the obtained solution, and give the actual result according to the result. Give reasonable suggestions on how to take different solutions in rescue scenarios.

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李松锐,张明,王蒙蒙,张进,李伯权.考虑低空运行环境求解无人机任务分配问题的研究[J].航空工程进展,2022,13(4):57-64

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历史
  • 收稿日期:2021-07-05
  • 最后修改日期:2022-01-16
  • 录用日期:2022-01-18
  • 在线发布日期: 2022-03-25
  • 出版日期: