面向移动切换的多无人机部署方法
Mobile Handover Oriented Multi-UAV Deployment Method
近年来,无人机以其功能多样,机动灵活,装配便利和造价低廉的优势,在军用和民用领域得到了广泛的重视和发展。通过无人机搭载无线接入设备的方式,在空中部署网络,能够突破地形限制快速部署,在支持短时热点区域和救援灾区方面十分有效。在多无人机辅助通信的环境下,用户设备在无人机之间的切换技术亟待研究。本文主要使用密度峰值快速搜索聚类算法来确定热点区域,即从地面用户的分布方式和聚集程度对热点区域进行划分并建立用户分布模型。随后对于各个热点区域,为提升用户无缝切换成功概率,降低用户切换误发起概率并尽可能减少部署无人机的数量,本文基于局部密度概念设计了一种启发式算法,以确定部署无人机的数量和位置。最后,使用MATLAB软件对用户分布进行建模,并对本文提出的多无人机部署方法进行仿真,最终生成覆盖热点区域的无人机部署位置,验证了多无人机部署方法的可行性和合理性。
In recent years, UAV has been widely valued and developed in military and civil fields due to its advantages of diverse functions, flexibility, convenient assembly and low cost. By means of UAV equipped with wireless access equipment, the network can be deployed in the air, which can break through the terrain restrictions for rapid deployment, and is very effective in supporting short-term hot spots and disaster relief. In the environment of multi-UAV aided communication, the handover management of user terminal between UAVs needs to be studied urgently. This paper mainly uses the density peak fast search clustering algorithm to determine the hot spot, that is, divide the hot spot, judging from the distribution and aggregation of ground users, and establish the user distribution model. Then, for each hot spot, in order to improve the success probability of user seamless handover, reduce the failure probability of user handover initiation and reduce the number of deployed UAVs as much as possible, a heuristic algorithm is proposed based on the local density concept to determine the number and locations of deployed UAVs. Finally, based on MATLAB, the user distribution and the multi-UAV deployment method proposed in this paper is simulated. Finally, the UAV deployment location covering the hot area is generated, which verifies the feasibility and rationality of the proposed multi-UAV deployment method.
胡春静、龙新南
无线通信航空航天技术
无人机基站多无人机部署无缝切换聚类算法
UAV base stationMulti-UAV deploymentSeamless handoverClustering algorithm
胡春静,龙新南.面向移动切换的多无人机部署方法[EB/OL].(2022-01-24)[2025-07-25].http://www.paper.edu.cn/releasepaper/content/202201-68.点此复制
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