• DocumentCode
    575535
  • Title

    A learning control system for rapid position control of aerial hovering vehicles

  • Author

    Kamarulzaman, Syafiq Fauzi ; Shibuya, Takeshi ; Yasunobu, Seiji

  • Author_Institution
    Dept. of Intell. Interaction Technol., Univ. of Tsukuba, Tsukuba, Japan
  • fYear
    2012
  • fDate
    20-23 Aug. 2012
  • Firstpage
    1546
  • Lastpage
    1551
  • Abstract
    A learning based control system for rapid position control of aerial hovering vehicles is proposed. An aerial hovering vehicle uses angular orientation to accelerate during position control where target angle is preserve to produce acceleration. By arranging target angle, the acceleration and deceleration during position control can be configured, thus able to produce a rapid position control. In order to create a learning based control system for rapid position control, the characteristic of the position control by target angle of an aerial hovering vehicle is simplified an applied to an inverted pendulum system. The effectiveness was confirmed on the inverted pendulum system through simulations where several target position was assigned to be achieved.
  • Keywords
    acceleration control; autonomous aerial vehicles; learning systems; nonlinear control systems; pendulums; position control; acceleration; aerial hovering vehicle; angular orientation; deceleration; inverted pendulum system; learning based control system; rapid position control; target angle; unmanned aerial vehicle; Acceleration; Force; Humans; Position control; Process control; Vehicles; Inverted Pendulum; Reinforcement Learning; Unmanned Aerial Vehicle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference (SICE), 2012 Proceedings of
  • Conference_Location
    Akita
  • ISSN
    pending
  • Print_ISBN
    978-1-4673-2259-1
  • Type

    conf

  • Filename
    6318697