• DocumentCode
    1391747
  • Title

    Model predictive quadrotor control: attitude, altitude and position experimental studies

  • Author

    Alexis, Kostas ; Nikolakopoulos, George ; Tzes, Anthony

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Patras, Rion, Greece
  • Volume
    6
  • Issue
    12
  • fYear
    2012
  • Firstpage
    1812
  • Lastpage
    1827
  • Abstract
    This study addresses the control problem of an unmanned quadrotor in an indoor environment where there is lack of absolute localisation data. Based on an attached inertia measurement unit, a sonar and an optic-flow sensor, the state vector is estimated using sensor fusion algorithms. A novel switching model predictive controller is designed in order to achieve precise trajectory control, under the presence of forcible wind gusts. The quadrotor´s attitude, altitude and horizontal linearised dynamics result in a set of piecewise affine models, enabling the controller to account for a larger part of the quadrotor´s flight envelope while modelling the effects of atmospheric disturbances as additive-affine terms in the system. The proposed controller algorithm accounts for the state and actuation constraints of the system. The controller is implemented on a quadrotor prototype in indoor position tracking, hovering and attitude manoeuvres experiments. The experimental results indicate the overall system´s efficiency in position/altitude/attitude set-point manoeuvres.
  • Keywords
    aircraft control; attitude control; autonomous aerial vehicles; control system synthesis; flow sensors; helicopters; optical sensors; predictive control; sensor fusion; sonar; time-varying systems; trajectory control; absolute localisation data; additive-affine term; atmospheric disturbance; attitude linearised dynamics; flight envelope; forcible wind gust; horizontal linearised dynamics; indoor environment; indoor position tracking; inertia measurement unit; model predictive quadrotor control; optic-flow sensor; piecewise affine model; sensor fusion algorithm; sonar; state vector estimation; switching model predictive controller design; trajectory control; unmanned quadrotor;
  • fLanguage
    English
  • Journal_Title
    Control Theory & Applications, IET
  • Publisher
    iet
  • ISSN
    1751-8644
  • Type

    jour

  • DOI
    10.1049/iet-cta.2011.0348
  • Filename
    6397107