• DocumentCode
    3272897
  • Title

    An indoor positioning system based on active RFID in conjunction with Bayesian network

  • Author

    Cheng, Shou-hsiung

  • Author_Institution
    Dept. of Inf. Manage., Chienkuo Technol. Univ., Changhua, Taiwan
  • Volume
    1
  • fYear
    2011
  • fDate
    10-13 July 2011
  • Firstpage
    386
  • Lastpage
    390
  • Abstract
    This study proposes an indoor positioning system based on active RFID in conjunction with bayesian network. The system can accurately recognizes the locations of active RFID tags by using bayesian network classifiers after the active RFID readers has received different intensity of electromagnetic waves transmitted by active RFID tags. The experimental results show that the proposed system is simple, efficient and useful for practical applications. The proposed indoor positioning system can be utilized in wares locating of storehouse and indoor robot position locating.
  • Keywords
    Bayes methods; electromagnetic wave transmission; indoor communication; radiofrequency identification; Bayesian network classifier; active RFID tags; electromagnetic waves; indoor positioning system; Accuracy; Frequency shift keying; Radiofrequency identification; Software; Training; active RFID; bayesian networks; data mining; positioning system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
  • Conference_Location
    Guilin
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4577-0305-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2011.6016710
  • Filename
    6016710