• DocumentCode
    2439520
  • Title

    Mobile robot velocity estimation using an array of optical flow sensors

  • Author

    Kim, Sungbok ; Jeong, Ilhwa ; Lee, Sanghyup

  • Author_Institution
    Hankuk Univ. of Foreign Studies, Seoul
  • fYear
    2007
  • fDate
    17-20 Oct. 2007
  • Firstpage
    616
  • Lastpage
    621
  • Abstract
    This paper presents the velocity estimation of a mobile robot using a regular polygonal array of optical flow sensors that are installed at the bottom of a mobile robot. First, the velocity kinematics from a mobile robot to an array of optical flow sensors is derived. Second, for a given set of optical flow sensor readings, the mobile robot velocity is estimated based on the least squares solution. Third, the robustness of the proposed method against random noise of optical flow sensors is analyzed. Fourth, the sensitivity of the proposed method to imprecise installation of optical flow sensors is analyzed. Finally, simulation results are given to demonstrate the validity of the proposed mobile robot localization.
  • Keywords
    image sequences; least squares approximations; mobile robots; robot kinematics; sensor arrays; velocity control; least squares solution; mobile robot localization; mobile robot velocity estimation; optical flow sensors array; polygonal array; velocity kinematics; Image motion analysis; Kinematics; Least squares approximation; Mobile robots; Noise robustness; Optical arrays; Optical noise; Optical sensors; Sensor arrays; Sensor systems; Mobile robot; least squares; optical flow sensor; robustness; sensitivity; velocity estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Systems, 2007. ICCAS '07. International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-89-950038-6-2
  • Electronic_ISBN
    978-89-950038-6-2
  • Type

    conf

  • DOI
    10.1109/ICCAS.2007.4407097
  • Filename
    4407097