• DocumentCode
    3233120
  • Title

    Implementation of Smart Floor for multi-robot system

  • Author

    Kang, Soo Hyeok ; Kim, Yong Ho ; Lee, Eun Jin ; Lee, Soon-Geul ; Min, Byung-Cheol ; An, Jinung ; Kim, Dong Han

  • Author_Institution
    Dept. of Electron. & Radio Eng., Kyung Hee Univ., Yongin, South Korea
  • fYear
    2011
  • fDate
    6-8 Dec. 2011
  • Firstpage
    46
  • Lastpage
    51
  • Abstract
    In this paper, we suggest a new information space concept called Smart Floor. Smart Floor is the floor storage of specific information intended for route guidance of a mobile robot. A mobile robot can reach its goal position using the information in Smart Floor as well as automatically update information for a changing environment. We constructed Smart Floor using RFID tag packaging and fabricated a mobile robot mounted with a passive RFID tag in ultra high frequency (UHF) bandwidth. The passive RFID tag is inexpensive and does not require a power supply. The primary information saved and stored in Smart Floor is direction-values and Q-values. These values are the result of applying Q-learning in an arbitrary position to the goal position in the Grid world. The research will help from Smart Floor and aid in the development of various applications for multi-robot application.
  • Keywords
    learning (artificial intelligence); mobile robots; multi-robot systems; path planning; radiofrequency identification; Q-learning; RFID tag packaging; direction-values; grid world; information floor storage; information space concept; mobile robot; multirobot system; route guidance; smart floor; ultra high frequency bandwidth; Automation; Floors; Mobile robots; Navigation; Passive RFID tags; UHF; multi-robot system; passive RFID; smart floor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation, Robotics and Applications (ICARA), 2011 5th International Conference on
  • Conference_Location
    Wellington
  • Print_ISBN
    978-1-4577-0329-4
  • Type

    conf

  • DOI
    10.1109/ICARA.2011.6144854
  • Filename
    6144854