• DocumentCode
    3681731
  • Title

    Autonomous Vehicle Control Near the Limit of Friction

  • Author

    Sirui Song;Andy Wong;Jan Huissoon;Steven L. Waslander

  • Author_Institution
    Fac. of Mech. &
  • fYear
    2015
  • Firstpage
    1008
  • Lastpage
    1013
  • Abstract
    An autonomous vehicle controller is presented for the purposes of improving vehicle path tracking at high speeds and near tire traction limits. Improvements to the state of the art are made by reducing the number of sensors and feedback variables needed to achieve dynamic control, and by tightly integrating traction control with a steering output controller to correct for modeling errors and actual disturbances. The controller is designed to interface with a path generation module, from which maximum attainable speeds are received and tracked by the controller. Simulation results using CarSim are provided for a vehicle traveling over a technical race course, encompassing many turn variations. The proposed system is shown to outperform a reference PID control system by achieving higher speeds around the race track without losing control.
  • Keywords
    "Vehicles","Tires","Force","Friction","Vehicle dynamics","Feedforward neural networks","Wheels"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on
  • ISSN
    2153-0009
  • Electronic_ISBN
    2153-0017
  • Type

    conf

  • DOI
    10.1109/ITSC.2015.168
  • Filename
    7313260