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无人机辅助车联网的无人机部署算法
引用本文:谢英辉,彭维捷,苏秀芝,邱春荣,杨洪朝.无人机辅助车联网的无人机部署算法[J].宇航计测技术,2022,42(3):80-85.
作者姓名:谢英辉  彭维捷  苏秀芝  邱春荣  杨洪朝
作者单位:1.长沙民政职业技术学院,长沙 410004;2.长沙商贸旅游学院,长沙 410001;3.湖南软件职业技术大学,湘潭 411100
基金项目:国家自然科学基金项目(7217010719,72171026);湖南省自然科学基金(2021JJ60093,2022JJ60103);湖南省教育科研项目(19C0110);长沙民政职业技术学院培育项目(21mypy81)资助。
摘    要:针对无人机辅助车联网的无人机部署问题,分析了基于时延和回传链路的能效无人机部署策略的性能。该策略从车联网的数据传输时延和回传链路角度优化无人机的部署,进而最小化无人机的功率消耗。先面向车联网网络,推导了基于单个用户速率的时延约束函数,并构建基于无人机离基站距离的回传链路容量函数;再构建基于时延和回传链路容量函数的目标函数。最后,利用序列二次规划求解目标函数。性能分析表明,通信数据包尺寸是影响时延的重要参数。此外,在低时延和数据尺寸较大时,车辆用户的总速率之和收敛于回传链路容量。

关 键 词:无人机  车联网  能效  回传链路容量  序列二次规划  

UAV Deployment Algorithm in UAV-aided VANET
XIE Ying-hui,PENG Wei-jie,SU Xiu-zhi,QIU Chun-rong,YANG Hong-zhao.UAV Deployment Algorithm in UAV-aided VANET[J].Journal of Astronautic Metrology and Measurement,2022,42(3):80-85.
Authors:XIE Ying-hui  PENG Wei-jie  SU Xiu-zhi  QIU Chun-rong  YANG Hong-zhao
Institution:1.Changsha Social Work College,Changsha 410004,China;2.Changsha Commerce and Tourism College,Changsha 410001,China;3.Hunan Software Vocational and Technical University,Xiangtan 411100,China
Abstract:Aiming at deployment problem of Unmanned Aerial Vehicle(UAV) in UAV-assisted Vehicle-to-everything(V2X),energy-efficient deployment of UAV considering latency and backhaul is analyzed in this paper.To minimize the total power consumption is the goal of deployment mechanism considering the latency in the V2X network and backhaul link problem.First,we derive the latency constraint as an individual data rate constraint for V2X network and backhaul link capacity as a function of distance between UAV and the ground base station.The objective function is constructed based on delay and backhaul link capacity.Finally,the objective function is solved by sequential quadratic programming(SQP).In the numerical results,it is stated that communication packet size is an essential parameter.It is also observed that as the delay constraint tightens and the average packet size increases,the sum of the data rates of vehicle users converges to the backhaul link capacity.
Keywords:Unmanned aerial vehicle  Vehicle-to-everything  Energy-efficient  Backhaul link capacity  Sequential quadratic programming  
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