• DocumentCode
    2863813
  • Title

    Vision based tracking control of an autonomous mobile robot in an indoor environment

  • Author

    Saidon, Mohd Saifizi ; Desa, Hazry ; Nagarajan, R. ; Paulraj, M.P.

  • Author_Institution
    Sch. of Mechatron., Univ. Malaysia Perlis, Kangar, Malaysia
  • fYear
    2011
  • fDate
    27-28 June 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we present a scheme for target acquisition scheme for mobile robot that will use vision sensor. The scheme in order to accurately measures the location of a target in real world coordinates and finds the distance to the target from the mobile robot. Fuzzy logic control laws for differential steering control of the autonomous nonholonomic mobile robot are developed. Certain requirements for the fuzzy logic control laws are presented to chose suitable rule base for the fuzzy logic controller in order to make the system asymptotically stable. The stability of the proposed fuzzy logic controller is theoretically proved and also demonstrated by simulation studies. Finally, the proposed fuzzy logic controller is implemented on the nonholonomic mobile robot and the results show that the proposed fuzzy controller can achieve the desired turning angle and the mobile robot follows the target satisfactorily.
  • Keywords
    control engineering computing; fuzzy control; mobile robots; object detection; robot vision; autonomous nonholonomic mobile robot; differential steering control; fuzzy logic control laws; indoor environment; target acquisition scheme; vision based tracking control; vision sensor; Cameras; Fuzzy logic; Image edge detection; Mobile robots; Robot kinematics; Wheels; autonomous; differential steering control; fuzzy controller; mobile robot; navigation; vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and System Graduate Research Colloquium (ICSGRC), 2011 IEEE
  • Conference_Location
    Shah Alam
  • Print_ISBN
    978-1-4577-0337-9
  • Type

    conf

  • DOI
    10.1109/ICSGRC.2011.5991819
  • Filename
    5991819