• DocumentCode
    2743282
  • Title

    Model predictive quadrotor indoor position control

  • Author

    Alexis, Kostas ; Papachristos, Christos ; Nikolakopoulos, George ; Tzes, Anthony

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
  • fYear
    2011
  • fDate
    20-23 June 2011
  • Firstpage
    1247
  • Lastpage
    1252
  • Abstract
    This article addresses the control problem of quadrotors in environments where absolute-localization data (GPS, positioning from external cameras) is inadequate. Based on an attached IMU and an optical flow sensor the quadrotor´s translational velocity is estimated using an Extended Kalman Filter. Subject to the velocity measurements, the roll, pitch and yaw (RPY) angles, the angular rates and the translational accelerations a switching Model Predictive Controller is designed. The quadrotor dynamics is linearized at various operating points according to the angular rates and the RP angles. The switching is inferred according to the various linearized models of the quadrotor. The controller is applied on a quadrotor prototype in low-altitude position hold maneuvers at very constrained environments. The experimental results indicate the overall system´s efficiency in position/altitude set point maneuvers.
  • Keywords
    Kalman filters; aircraft control; control system synthesis; optical sensors; position control; predictive control; velocity control; velocity measurement; IMU; absolute-localization data; angular rate; extended Kalman filter; linearized model; low altitude position hold maneuver; model predictive quadrotor indoor position control; optical flow sensor; position-altitude set point maneuver; quadrotors translational velocity measurement; switching model predictive controller; translational acceleration; Dynamics; Equations; Mathematical model; Predictive models; Switches; Transmission line matrix methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control & Automation (MED), 2011 19th Mediterranean Conference on
  • Conference_Location
    Corfu
  • Print_ISBN
    978-1-4577-0124-5
  • Type

    conf

  • DOI
    10.1109/MED.2011.5983144
  • Filename
    5983144