• DocumentCode
    2670995
  • Title

    Self-localization for indoor mobile robots based on optical mouse sensor values and simple global camera information

  • Author

    Sekimori, Daisuke ; Miyazaki, Fumio

  • Author_Institution
    Akashi Nat. Coll. of Technol., Hyogo
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    605
  • Lastpage
    610
  • Abstract
    This paper describes a self-localization for indoor mobile robots based on integrating measurement values from multiple optical mouse sensors and a global camera. This paper consists of two parts. Firstly, we propose a dead-reckoning based on increments of the robot movements read directly from the floor using optical mouse sensors. Since the measurement values from multiple optical mouse sensors are compared to each other and only the reliable values are selected, accurate dead-reckoning can be realized compared with the conventional method based on increments of wheel rotations. Secondly, in order to realize robust localization, we propose a method of estimating position and orientation by integrating measured robot position (orientation information is not included) via global camera and dead-reckoning with the Kalman filter
  • Keywords
    Kalman filters; image sensors; mobile robots; optical sensors; path planning; position control; Kalman filter; dead-reckoning; global camera information; indoor mobile robots; optical mouse sensor values; orientation estimation; position estimation; self-localization; Cameras; Integrated optics; Mice; Mobile robots; Optical filters; Optical sensors; Robot sensing systems; Robot vision systems; Rotation measurement; Sensor phenomena and characterization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO). 2005 IEEE International Conference on
  • Conference_Location
    Shatin
  • Print_ISBN
    0-7803-9315-5
  • Type

    conf

  • DOI
    10.1109/ROBIO.2005.246337
  • Filename
    1708815