DocumentCode
67335
Title
Mobile Robot Localization Using the Phase of Passive UHF RFID Signals
Author
DiGiampaolo, Emidio ; Martinelli, F.
Author_Institution
Dept. of Ind. & Inf. Eng. & Econ., Univ. of L´Aquila, L´Aquila, Italy
Volume
61
Issue
1
fYear
2014
fDate
Jan. 2014
Firstpage
365
Lastpage
376
Abstract
This paper presents a global localization system for an indoor autonomous vehicle equipped with odometry sensors and a radio-frequency identification (RFID) reader to interrogate tags located on the ceiling of the environment. The RFID reader can measure the phase of the signals coming from responding tags. This phase has non-univocal dependence on the distance robot tag, but in the considered frequency, it is really sensitive to a change in the position of the robot. For this reason, a multihypothesis Kalman filtering approach provides a really satisfactory performance even in the case that a very small density of tags is used: In the experimental tests, an average position estimation error of about 4 cm is achieved using only two tags for an area of about 5 m2.
Keywords
Kalman filters; estimation theory; mobile robots; radiofrequency identification; global localization system; indoor autonomous vehicle; mobile robot localization; multihypothesis Kalman filtering approach; odometry sensors; passive UHF RFID signal phase; position estimation error; radio frequency identification; robot tag distance; Accuracy; Antenna measurements; Antennas; Mobile robots; Phase measurement; Radiofrequency identification; Continuous-wave radar; UHF RFID; global localization; multihypothesis Kalman filtering;
fLanguage
English
Journal_Title
Industrial Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0278-0046
Type
jour
DOI
10.1109/TIE.2013.2248333
Filename
6469211
Link To Document