• DocumentCode
    8194
  • Title

    RFID Support for Accurate 3D Localization

  • Author

    Maneesilp, J. ; Chong Wang ; Hongyi Wu ; Nian-Feng Tzeng

  • Author_Institution
    Pollution Control Dept., Minist. of Natural Resources & Environ., Nonthaburi, Thailand
  • Volume
    62
  • Issue
    7
  • fYear
    2013
  • fDate
    Jul-13
  • Firstpage
    1447
  • Lastpage
    1459
  • Abstract
    This paper pursues RFID support for localization, aiming to pinpoint an object in 3D space. Given a set of RFID tags and/or readers deployed as reference points at known locations in a hexahedron (like shipping container or storage room), a passive and an active localization schemes are considered in this paper. Being the very first range-free 3D localization, our schemes depend solely on RFID tags and readers without other devices or sensors, and it avoids the need of distance estimation according to received wireless signal strength or phase difference. Our passive scheme locates an RFID tag attached to the target object, with both tags and readers as reference points. The active scheme locates an RFID reader, by iteratively determining a 3D sphere best covering the activated reference tags, referred to as the decision boundary optimization scheme (DeB). Results by simulations and testbed experiments using Alien RFID kits have been obtained, and they reveal that DeB outperforms its passive counterpart and achieves the localization error of 0.07 ft. Additionally, DeB yields better location accuracy and yet is much faster than a previous counterpart. With enhanced DeB (EDeB), accuracy of an object located near a hexahedron side or corner is improved considerably.
  • Keywords
    iterative methods; optimisation; radio direction-finding; radiofrequency identification; EDeB; RFID tag support; active localization schemes; distance estimation; enhanced decision boundary optimization scheme; hexahedron; iterative method; object location; passive localization scheme; phase difference; range-free 3D sphere localization accuracy; received wireless signal strength; size 0.07 ft; Accuracy; Estimation; Optimization; RFID tags; Wireless sensor networks; 3D space; Accuracy; EDeB; Estimation; Optimization; RFID tag support; RFID tags; Wireless sensor networks; active localization schemes; antennas; distance estimation; enhanced decision boundary optimization scheme; hexahedron; iterative method; iterative methods; object localization; object location; optimisation; passive localization scheme; phase difference; radio direction-finding; radio frequency identification (RFID) tags and readers; radiofrequency identification; range-free 3D sphere localization accuracy; range-free schemes; received wireless signal strength; size 0.07 ft; spherical models;
  • fLanguage
    English
  • Journal_Title
    Computers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9340
  • Type

    jour

  • DOI
    10.1109/TC.2012.83
  • Filename
    6178241