• DocumentCode
    3567931
  • Title

    Development of an emergency braking system for teleoperated vehicles based on lidar sensor data

  • Author

    Wallner, Johannes ; Tang, Tito ; Lienkamp, Markus

  • Author_Institution
    Institute of Automotive Technology, Technische Universität München, Boltzmannstr. 15, 85748 Garching b. München, Germany
  • Volume
    2
  • fYear
    2014
  • Firstpage
    569
  • Lastpage
    576
  • Abstract
    A lidar-based approach of an emergency braking system for teleoperated vehicles is presented. Despite the time delay for the communication link of a teleoperated system, the vehicle has to be able to react to emerging objects in time. Starting with intelligent sensor data processing, reliable information is computed. An adapted particle filter algorithm tracks moving points to calculate their mean velocity, used for the prediction of surrounding moving objects. Further, in order to interpret this information, a situation assessment based on an intervention concept derived from Kamm´s circle is implemented. A motion prediction of possible trajectories of the ego-vehicle results in a clear decision-making process. All calculations are made at the raw data level and can be done online. Through artificial objects being included in real sensor data, the methodology was validated.
  • Keywords
    Acceleration; Decision making; Laser radar; Tracking; Trajectory; Vehicle dynamics; Vehicles; Emergency Braking System; Lidar Sensor Raw Data; Motion Prediction; Particle Filter; Teleoperated Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics in Control, Automation and Robotics (ICINCO), 2014 11th International Conference on
  • Type

    conf

  • Filename
    7049652