首页 > 导师介绍

基本情况

姓  名:

高睿鹏

职  务:

博士生导师

职  称:

副教授

学  历:

学  位:

博士

通信地址:

北京市海淀区上园村3号北京交通大学逸夫西楼708室

邮  编:

100044

办公电话:

010-51682972

电子邮箱:

rpgao@bjtu.edu.cn

教育背景

2010/09-2016/07 北京大学 计算机科学与技术 博士 (导师:美国工程院院士丛京生教授)

2006/09-2010/07 北京邮电大学 通信工程 本科 

工作经历

2016/06-至今 北京交通大学 软件学院

2018/12-2019/12 美国普渡大学 访问学者

CCF物联网专委会委员、智能机器人专委会委员

研究方向:移动计算与应用、物联网、智慧交通

研究方向

  • 软件工程(专业学位)
  • 软件工程理论与技术
  • 人工智能与大数据
  • 软件服务工程
  • 智能交通领域软件工程

Research Interests

Mobile Computing and Applications, Internet of Things, Intelligent Transportation Systems

招生专业

  • 电子信息硕士
  • 软件工程硕士
  • 软件工程博士

科研项目

•国家自然科学基金面上项目:移动群智感知的室内语义建图与位姿追踪研究 . 2021-2024 (主持)
•北京市自然科学基金-海淀联合创新基金重点项目:基于深度学习的大型室内场景三维地图构建和视觉定位技术研究 . 2020-2022 (主持)
•国家自然科学基金青年项目:基于移动群智感知的室内平面图快速增量式构建方法. 2018-2020 (主持)
•CCF-滴滴“盖亚”青年科研基金项目:面向多源异构时空数据的城市交通路况观测方法. 2018-2019 (主持)
•CCF-腾讯“犀牛鸟”基金项目:基于移动群智感知的危险驾驶实时预警方法. 2019-2020 (主持)
•滴滴:GPS失效环境下的实时车辆跟踪. 2019-2020 (主持)
•北京交通大学人才基金:面向专用的快速轻量级室内平面图构建方法. 2016-2018 (主持)

教学工作

《计算机网络》(本科课程,全英文)

《移动应用开发技术》(本科课程,全英文)

《物联网原理与技术》(硕士课程,全英文)

论文/期刊

  • Ruipeng Gao, Bing Zhou, Fan Ye, and Yizhou Wang, “Fast and Resilient Indoor Floor Plan Construction with a Single User,” IEEE Transactions on Mobile Computing, vol. 18, no. 5, pp. 1083-1097, 2019. (CCF A)
  • Ruipeng Gao, Xiaoyu Guo, Fuyong Sun, Lin Dai, Jiayan Zhu, Chenxi Hu, and Haibo Li, “Aggressive Driving Saves More Time? Multi-task Learning for Customized Travel Time Estimation,” in Proceedings of IJCAI, 2019. (CCF A)
  • Yao Tong, Ruipeng Gao(*), Shihua Zhao, Chi Li, Weihuan Shu, and Nan Ma, “Smartphone-based Vehicle Speed Inference Without GPS,” in Proceedings of SigSpatial RAAS, 2019. (最佳论文奖)
  • Ruipeng Gao, Fangpu He, and Teng Li, “VeLoc: Finding Your Car in Indoor Parking Structures,” Sensors, 18(5):1403, 2018.
  • Ruipeng Gao, Mingmin Zhao, Tao Ye, Fan Ye, Yizhou Wang, Guojie Luo, “Smartphone-based Real Time Vehicle Tracking in Indoor Parking Structures,” IEEE Transactions on Mobile Computing, vol. 16, no. 7, pp. 2023-2036, 2017. (CCF A)
  • Ruipeng Gao, Bing Zhou, Fan Ye, and Yizhou Wang, “Knitter: Fast, Resilient Single-User Indoor Floor Plan Construction,” in Proceedings of IEEE INFOCOM, 2017. (CCF A)
  • Ruipeng Gao, Mingmin Zhao, Tao Ye, Fan Ye, Guojie Luo, Yizhou Wang, Kaigui Bian, Tao Wang, Xiaoming Li, “Multi-story Indoor Floor Plan Reconstruction via Mobile Crowdsensing,” IEEE Transactions on Mobile Computing, vol. 15, no. 6, pp. 1427-1442, 2016. (CCF A)
  • Ruipeng Gao, Yang Tian, Fan Ye, Guojie Luo, Kaigui Bian, Yizhou Wang, Tao Wang, and Xiaoming Li, “Sextant: Towards Ubiquitous Indoor Localization Service by Photo-taking of the Environment,” IEEE Transactions on Mobile Computing, vol.15, no.2, pp.460-474, 2016. (CCF A)
  • Ruipeng Gao, Guojie Luo, and Fan Ye, “VeMap: Indoor Road Map Construction via Phone-based Vehicle Tracking,” in Proceedings of IEEE GlobeCom, 2016.
  • Mingmin Zhao, Tao Ye, Ruipeng Gao, Fan Ye, Yizhou Wang, and Guojie Luo, “VeTrack: Real Time Vehicle Tracking in Uninstrumented Indoor Environments,” in Proceedings of ACM SenSys, 2015.
  • Ruipeng Gao, Mingmin Zhao, Tao Ye, Fan Ye, Yizhou Wang, Kaigui Bian, Tao Wang, and Xiaoming Li, “Jigsaw: Indoor Floor Plan Reconstruction via Mobile Crowdsensing,” in Proceedings of ACM MobiCom, 2014. (CCF A,北京大学首篇)
  • Yang Tian, Ruipeng Gao(共同一作), Kaigui Bian, Fan Ye, Tao Wang, Yizhou Wang, and Xiaoming Li, “Towards Ubiquitous Indoor Localization Service Leveraging Environmental Physical Features,” in Proceedings of IEEE INFOCOM, 2014. (CCF A)
  • Ruipeng Gao, Fan Ye, and Tao Wang, “Smartphone Indoor Localization by Photo-taking of the Environment,” in Proceedings of IEEE ICC, 2014.
  • Hemin Yang, Anpeng Huang, Ruipeng Gao, Tammi Chang and Linzhen Xie, “Interference Self-Coordination: A Proposal to Enhance Reliability of System-Level Information in OFDM-Based Mobile Networks via PCI Planning,” IEEE Transactions on Wireless Communications, vol.13, no.4, pp.1874-1887, 2014.
     
     

专著/译著

Ruipeng Gao, Fan Ye, Guojie Luo, Jason Cong, "Smartphone-Based Indoor Map Construction," Springer, 2018. (ISBN: 978-981-10-8377-8)

专利


软件著作权

获奖与荣誉

社会兼职