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
Link To Document :
بازگشت