北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2015, Vol. 38 ›› Issue (1): 114-118.doi: 10.13190/j.jbupt.2015.01.022

• 研究报告 • 上一篇    下一篇

基于真实车载移动数据的RSU部署算法

奎晓燕1, 杜华坤2, 肖雪峰1, 李勇3   

  1. 1. 中南大学 信息科学与工程学院, 长沙 410083;
    2. 中南大学 地球科学与信息物理学院, 长沙 410083;
    3. 清华大学 电子工程系, 北京 100084
  • 收稿日期:2014-04-16 出版日期:2015-02-28 发布日期:2015-03-30
  • 作者简介:奎晓燕(1980—),女,副教授,硕士生导师,E-mail:kuixiaoyan@126.com.
  • 基金资助:

    国家自然科学基金重点项目(61171065/61232001/F0);国家自然科学基金青年项目(61103204);教育部新世纪优秀人才支持计划项目(NCET-10-0798);湖南省自然科学基金项目(2015JJ4077)

Realistic Vehicular Mobility Trace Driven RSU Deployment Scheme

KUI Xiao-yan1, DU Hua-kun2, XIAO Xue-feng1, LI Yong3   

  1. 1. School of Information Science and Engineering, Central South University, Changsha 410083, China;
    2. School of Geosciences and Info-Physics, Central South University, Changsha 410083, China;
    3. Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
  • Received:2014-04-16 Online:2015-02-28 Published:2015-03-30

摘要:

为了有效提高网络性能,基于车载移动数据研究了真实城市环境下的路边单元(RSU)部署问题,收集并记录了基于北京市的车载移动数据集,通过差值方法等对车辆轨迹数据进行了预处理,使得该数据成为研究RSU部署策略的重要支持. 基于真实的移动数据,提出了综合考虑中心性和均匀性的RSU部署算法,以优化网络整体性能. 以真实车载移动轨迹为基础的仿真实验结果表明,所提出的RSU部署算法可以有效提升网络性能.

关键词: 车载机会网络, 资源分配, 路边单元部署

Abstract:

Vehicular Ad hoc networks (VANETs) have been attracted attentions to the research area for solving the increasingly serious problem of traffic congestion as well as the improving road safety. Besides vehicles with communication capabilities,VANETs also include infrastructure such as roadside units (RSU) which serves as access points. RSU plays animportant role invehicle-to-infrastructurecommunication. The deployment strategies of RSU are critical and should be carefully studied in VANETs. In order to effectively enhance the network performance, the RSU deployment problem was studied under the realistic vehicular mobility traces. A large scale urban vehicular mobility traces in Beijing has been collected, and the method of interpolation has been used to preprocess the traffic traces collected in Beijing; a new RSU deploymentalgorithm that considering both the centricity and uniformity was proposed to deploy RSU in VANETs to optimize the total performance of the network. Realistic vehicular mobility trace-driven simulation experiments show that the new algorithm caneffectively enhance the network performance.

Key words: vehicular Ad hoc networks, resource allocation, roadside units deployment

中图分类号: