Title :
Exploiting Space-Time Correlations in an RFID Tag Field for Localization and Tracking
Author :
Wu, Victor K Y ; Vaidya, Nitin H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
We consider exploiting space-time correlations of passive RFID tags for localization and tracking. Consider tags with storage memory distributed densely in space. Users move through the field, scanning the tags. Subsets of these tags are space-time correlated with respect to the user´s trajectory. For example, if two adjacent tags are scanned close together in time, they are highly correlated. We can represent this correlation value as a weighted virtual arrow pointing from the earlier scanned tag to the later scanned tag. A user continuously calculates these arrows, and stores them locally in the tags, forming a digital path, for localization and tracking of herself by other users. We specify several of these correlation functions and evaluate them experimentally. We provide statistical measures of performance, as well as visualizations of the resulting arrow fields created by users.
Keywords :
radiofrequency identification; target tracking; localization; passive RFID tags; space-time correlations; storage memory; tracking; user trajectory; weighted virtual arrow; Antennas; Correlation; IEEE Communications Society; Radiofrequency identification; Tracking; Trajectory; Writing;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-5636-9
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2010.5684088