• DocumentCode
    270414
  • Title

    MPC based collaborative adaptive cruise control with rear end collision avoidance

  • Author

    Sancar, Feyyaz Emre ; Fidan, Barış ; Huissoon, Jan P. ; Waslander, S.L.

  • Author_Institution
    Dept. of Mech. & Mechatron. Eng., Univ. of Waterloo, Waterloo, ON, Canada
  • fYear
    2014
  • fDate
    8-11 June 2014
  • Firstpage
    516
  • Lastpage
    521
  • Abstract
    This paper presents a model predictive control (MPC) based approach to improve a recently developed class of collaborative adaptive cruise control (CACC) schemes. The PID structure used previously is replaced with MPC, which is able to accommodate actuator limits and parameter estimation. In addition to the regular CACC functionalities, rear end collision control is also incorporated. This approach is able to avoid rear end collisions with the following car, as long as it can still maintain the safe distance with the preceding vehicle. Simulation results are presented which demonstrate the validity of the approach.
  • Keywords
    actuators; adaptive control; automobiles; collision avoidance; parameter estimation; predictive control; three-term control; velocity control; CACC scheme; MPC based collaborative adaptive cruise control; PID structure; actuator limits; car; model predictive control based approach; parameter estimation; rear end collision avoidance; rear end collision control; Intelligent vehicles; CACC; MPC; Optimal Control; Rear-End Collision Check;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Vehicles Symposium Proceedings, 2014 IEEE
  • Conference_Location
    Dearborn, MI
  • Type

    conf

  • DOI
    10.1109/IVS.2014.6856559
  • Filename
    6856559