• DocumentCode
    680547
  • Title

    Model predictive control for obstacle avoidance as hybrid systems of small scale helicopter

  • Author

    Salmah ; Sutrisno ; Joelianto, Endra ; Budiyono, Agus ; Wijayanti, Indah E. ; Megawati, Noorma Yulia

  • Author_Institution
    Dept. of Math., Gadjah Mada Univ., Yogyakarta, Indonesia
  • fYear
    2013
  • fDate
    28-30 Aug. 2013
  • Firstpage
    127
  • Lastpage
    132
  • Abstract
    In this paper, we apply model predictive control for obstacle avoidance of small scale helicopter as a hybrid system such that this UAV can determine the optimal trajectory from initial position to the target position and avoid an obstacle. The hybrid dynamics of this UAV can be interpreted as a piecewise affine (PWA) model that can be transformed into equivalent mixed logical dynamical model (MLD). The PWA model is triggered by state events (coordinate of the UAV for this case). MPC for MLD can be solved using mixed integer quadratic programming (MIQP). We simulate the model and the controller with several shapes of obstacles. From the simulation results, UAV avoids the obstacle optimally using the track generated by MPC.
  • Keywords
    affine transforms; autonomous aerial vehicles; collision avoidance; helicopters; integer programming; optimal control; piecewise linear techniques; predictive control; quadratic programming; trajectory control; MIQP; MLD; MPC; PWA model; equivalent mixed logical dynamical model; hybrid UAV dynamics; hybrid small scale helicopter systems; initial position; mixed integer quadratic programming; model predictive control; obstacle avoidance; optimal trajectory; piecewise affine model; target position; Collision avoidance; Helicopters; Mathematical model; Predictive control; Predictive models; Trajectory; Vectors; mixed logical dynamic (MLD); model predictive control (MPC); obstacle avoidance; piecewise affine (PWA); small scale helicopter; unmanned aerial vehicle (UAV);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation Control and Automation (ICA), 2013 3rd International Conference on
  • Conference_Location
    Ungasan
  • Print_ISBN
    978-1-4673-5795-1
  • Type

    conf

  • DOI
    10.1109/ICA.2013.6734058
  • Filename
    6734058