DocumentCode
2001000
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
fYear
2010
fDate
6-10 Dec. 2010
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location
Miami, FL
ISSN
1930-529X
Print_ISBN
978-1-4244-5636-9
Electronic_ISBN
1930-529X
Type
conf
DOI
10.1109/GLOCOM.2010.5684088
Filename
5684088
Link To Document