• DocumentCode
    3272847
  • Title

    An intelligent location system based on active RFID

  • 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
    391
  • Lastpage
    395
  • Abstract
    This study proposes a straightforward, efficient and high accuracy location system. The system can recognize without difficulty different locations of active RFID tags through machine learning and data mining. The system can accurately recognizes the locations of active RFID tags by using neural 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.
  • Keywords
    data mining; learning (artificial intelligence); neural nets; radiofrequency identification; telecommunication computing; active RFID tags; data mining; electromagnetic waves; intelligent location system; machine learning; neural network classifiers; Active RFID tags; Global Positioning System; Machine learning; Neurons; Training; Wireless sensor networks; active RFID; data mining; location system; neural networks;
  • 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.2011.6016707
  • Filename
    6016707