Autonomous-driving vehicle test technology based on virtual reality

被引:21
|
作者
Yao, Shouwen [1 ]
Zhang, Jiahao [1 ]
Hu, Ziran [1 ]
Wang, Yu [1 ]
Zhou, Xilin [2 ]
机构
[1] Beijing Inst Technol, Sch Mech Engn, Beijing, Peoples R China
[2] WyzLink Inc, Seattle, WA 98052 USA
来源
关键词
D O I
10.1049/joe.2018.8303
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to mitigate risks from road tests for autonomous-driving vehicles, reduce costs and accelerate development, a virtual reality (VR)-based test platform for autonomous-driving vehicles was built combined with the AirSim system and the UE4 engine by establishing a model library which contains the vehicle dynamics model, sensor models and traffic environment model. The controller-in-the-loop simulation method was implemented to complete the simulation test for autonomous vehicles under different driving conditions and the simulation results were used to optimise the autonomous-driving control system. The actual autonomous driving road test can now be done in an immersive VR simulation environment where autonomous-driving road-testing is done safely and cost-effectively. This plays a significant role in the future development of autonomous-driving vehicles.
引用
收藏
页码:1768 / 1771
页数:4
相关论文
共 50 条
  • [1] Autonomous-Driving Vehicle Control With Composite Velocity Profile Planning
    Lee, Seung-Hi
    Chung, Chung Choo
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2021, 29 (05) : 2079 - 2091
  • [2] Design and simulation of vehicle vibration test based on virtual reality technology
    Huo, Zhiyi
    Luo, Xinwen
    Wang, Qian
    Jagota, Vishal
    Jawarneh, Malik
    Sharma, Manish
    NONLINEAR ENGINEERING - MODELING AND APPLICATION, 2022, 11 (01): : 500 - 506
  • [3] VR-based dataset for autonomous-driving system
    Yao, Shouwen
    Zhang, Jiahao
    Wang, Yu
    JOURNAL OF ENGINEERING-JOE, 2020, 2020 (13): : 411 - 415
  • [4] Virtual test research for the vehicle performance based on virtual reality
    Liang Jiahong
    Li Shilei
    Bai Youliang
    Li Meng
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 355 - 358
  • [5] Algorithm Optimization of Computer Simulation Vehicle Driving Simulation System Based on Virtual Reality Technology
    Lan Zou
    Tianhui Liang
    International Journal of Computational Intelligence Systems, 17
  • [6] Algorithm Optimization of Computer Simulation Vehicle Driving Simulation System Based on Virtual Reality Technology
    Zou, Lan
    Liang, Tianhui
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2024, 17 (01)
  • [7] Digital twin in virtual reality for human-vehicle interactions in the context of autonomous driving
    Martin Serrano, S.
    Izquierdo, R.
    Daza, I. Garcia
    Sotelo, M. A.
    Fernandez Llorca, D.
    2023 IEEE 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, ITSC, 2023, : 590 - 595
  • [8] Modeling of the Traffic Vehicle Lane Change Execution in Autonomous Driving Virtual Test
    Zong, Ruixue
    Deng, Weiwen
    Ren, Bingtao
    Bai, Xuesong
    Li, Jiangkun
    2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2022, : 994 - 999
  • [9] The Research on Establishment of Database for Autonomous-driving in Downtown
    Park, Jeong-tae
    Park, Jun-beom
    Kim, Jung-ha
    2015 12TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), 2015, : 186 - 189
  • [10] DEVELOPMENT OF A VIRTUAL REALITY SIMULATOR FOR AN AUTONOMOUS VEHICLE
    Covaciu, Florin
    ACTA TECHNICA NAPOCENSIS SERIES-APPLIED MATHEMATICS MECHANICS AND ENGINEERING, 2022, 65 (02): : 155 - 160