• DocumentCode
    3160967
  • Title

    A Takagi-Sugeno fuzzy model approach to vision-based control of a micro helicopter

  • Author

    Tanaka, Kiyoshi ; Ohtake, H. ; Tanaka, Mitsuru ; Wang, Hua O.

  • Author_Institution
    Dept. of Mech. Eng. & Intell. Syst., Univ. of Electro-Commun., Chofu, Japan
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    6217
  • Lastpage
    6222
  • Abstract
    This paper presents hovering control of an indoor micro helicopter only using single visual sensor feedback. The control technique is based on the parallel tracking and mapping (PTAM), a kind of visual simultaneous localization and mapping, using a small single wireless camera on the helicopter. The six degree of freedom of the helicopter is detected via the PTAM. The nonlinear dynamics of the helicopter is converted to a Takagi-Sugeno fuzzy model. To design the guaranteed cost (stable) controller, a Takagi-Sugeno fuzzy model-based design is carried out via a linear matrix inequality approach. The hovering control results demonstrate the utility of our approach even though single wireless vision sensor based stabilization is extremely a difficult task in practice.
  • Keywords
    SLAM (robots); autonomous aerial vehicles; control system synthesis; fuzzy control; helicopters; image sensors; nonlinear dynamical systems; robot vision; stability; PTAM; Takagi-Sugeno fuzzy model-based design; guaranteed cost controller design; hovering control; indoor micro helicopter; nonlinear dynamics; parallel tracking and mapping; vision-based control; visual simultaneous localization and mapping; wireless vision sensor based stabilization; Cameras; Helicopters; Noise; Payloads; Takagi-Sugeno model; Wireless communication; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
  • Conference_Location
    Maui, HI
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-2065-8
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2012.6425910
  • Filename
    6425910