• DocumentCode
    670497
  • Title

    Mobile robot self localization based on multi-antenna-RFID reader and IC tag textile

  • Author

    Takahashi, Y. ; Ii, Yuta ; Mi Jian ; Wang Jun ; Maeda, Yuji ; Takeda, Masanori ; Nakamura, Ryosuke ; Miyoshi, Hidenori ; Takeuchi, H. ; Yamashita, Yukihiko ; Sano, Hiroyasu ; Masuda, Atsushi

  • Author_Institution
    Grad. Sch. of Eng., Univ. of Fukui, Fukui, Japan
  • fYear
    2013
  • fDate
    7-9 Nov. 2013
  • Firstpage
    106
  • Lastpage
    112
  • Abstract
    This paper presents a self-localization system using multiple RFID reader antennas and High-Frequency RFID-tag textile floor for an indoor autonomous mobile robot. Conventional self-localization systems often use vision sensors and/or laser range finders and an environment model. It is difficult to estimate the exact global location if the environment has number of places that have similar shape boundaries or small number of landmarks to localize. It tends to take a long time to recover the self-localization estimation if it goes wrong at once. Vision sensors work hard in dark lighting condition. Laser range finder often fails to detect distance to a transparent wall. In addition, the self-localization becomes unstable if obstacles occlude landmarks that are important to estimate position of the robot. Door opening and closing condition affects the self-localization performance. Self-localization system based on reading RFID-tags on floor is robust against lighting condition, obstacles, furniture and doors conditions in the environment. Even if the arrangement of the obstacles or furniture in the environment is changed, it is not necessary to update the map for the self-localization. It can localize itself immediately and is free from well-known kidnapped robot problem because the RFID-tags give global position information. Conventional self-localization systems based on reading RFID-tags on floor often use only one RFID reader antenna and have difficulty of orientation estimation. We have developed a self-localization system using multiple RFID reader antennas and High-Frequency RFID-tag textile floor for an indoor autonomous mobile robot. Experimental results show the validity of the proposed methods.
  • Keywords
    Global Positioning System; antenna arrays; floors; mobile robots; path planning; radiofrequency identification; IC tag textile; RFID reader antenna; dark lighting condition; door closing condition; door opening condition; furniture conditions; global position information; high-frequency RFID-tag textile floor; indoor autonomous mobile robot; kidnapped robot problem; landmark localization; laser range finders; mobile robot self localization system; multiantenna-RFID reader; obstacle conditions; orientation estimation; robot position estimation; self-localization estimation; vision sensors; Antennas; Estimation; Integrated circuits; Mobile robots; Radiofrequency identification; Textiles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Robotics and its Social Impacts (ARSO), 2013 IEEE Workshop on
  • Conference_Location
    Tokyo
  • Type

    conf

  • DOI
    10.1109/ARSO.2013.6705514
  • Filename
    6705514