A system development for autonomous driving of mini-tram

被引:0
|
作者
Kim T. [1 ]
Oh H. [1 ]
Shim D.H. [1 ]
机构
[1] Korea Advanced Institute of Science and Technology (KAIST), Korea, Republic of
关键词
Autonomous driving; Localization; Machine learning; Mini-tram; Navigation; Recognition;
D O I
10.5302/J.ICROS.2019.19.0038
中图分类号
学科分类号
摘要
This article describes a system development for autonomous driving of mini-tram and its experimental results on outdoor autonomous driving. The mini-tram was provided by KRRI (Korea Railroad Research Institute). For the pose estimation, we fused an IMU and a GPS sensor using extended Kalman filter. We chose an NVIDIA Drive PX2 and LiDAR to recognize the outdoor environment. In order to verify the feasibility of the developed system, we performed outdoor autonomous driving experiments. © ICROS 2019.
引用
收藏
页码:506 / 511
页数:5
相关论文
共 50 条
  • [1] Development of an FPGA controlled "Mini-Car" toward Autonomous Driving
    Aoto, Musashi
    Numata, Yousuke
    Wada, Yasutaka
    2018 INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE TECHNOLOGY (FPT 2018), 2018, : 403 - 405
  • [2] Development of vehicle maneuvering system for autonomous driving
    Choi, Jung Hyun
    Lee, Hyuk Jin
    Oh, Sehoon
    Nam, Kanghyun
    MECHATRONICS, 2022, 85
  • [3] Development of Autonomous Driving System using Programmable SoCs
    Tanaka, Tomonari
    Ikeno, Itsuki
    Tsuruoka, Riku
    Kuchiba, Takumi
    Liao, Wang
    Mitsuyama, Yukio
    2019 INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE TECHNOLOGY (ICFPT 2019), 2019, : 453 - 456
  • [4] Autonomous Driving as System of Systems: roadmap for accelerating development
    Assaad, Mohamad Ali
    Talj, Reine
    Charara, Ali
    2019 14TH ANNUAL CONFERENCE SYSTEM OF SYSTEMS ENGINEERING (SOSE), 2019, : 102 - 107
  • [5] Autonomous Vehicles Digital Twin: A Practical Paradigm for Autonomous Driving System Development
    Yu, Bo
    Chen, Chongyu
    Tang, Jie
    Liu, Shaoshan
    Gaudiot, Jean-Luc
    COMPUTER, 2022, 55 (09) : 26 - 34
  • [6] Architecture and Decision-Making for Autonomous Tram Development
    Suhaimi, Khansa Salsabila
    Syauqy, Abdurraafi'
    Subki, Mohammad Salman
    Trilaksono, Bambang Riyanto
    Rohman, Arief Syaichu
    Hadi, Yulyan Wahyu
    Supeno, Handoko
    Kusumawardhana, Dhimas Bintang
    Husna, Dewi Nala
    IEEE ACCESS, 2023, 11 : 71714 - 71726
  • [7] Using GPS outdoor autonomous driving system for robot development
    Erikawa, Yutaka
    Ando, Yoshinobu
    Mizukawa, Makoto
    2008 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS, VOLS 1-4, 2008, : 2068 - +
  • [8] A Study on Object Detection Performance of YOLOv4 for Autonomous Driving of Tram
    Woo, Joo
    Baek, Ji-Hyeon
    Jo, So-Hyeon
    Kim, Sun Young
    Jeong, Jae-Hoon
    SENSORS, 2022, 22 (22)
  • [9] The benefit of Simulation Test Application on the Development of Autonomous Driving System
    Yu, Chien-Hung
    Chen, Yi-Zhao
    Kuo, I-Chun
    2020 INTERNATIONAL AUTOMATIC CONTROL CONFERENCE (CACS), 2020,
  • [10] The Autonomous Siemens Tram
    Palmer, Andrew W.
    Sema, Albi
    Martens, Wolfram
    Rudolph, Peter
    Waizenegger, Wolfgang
    2020 IEEE 23RD INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2020,