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 :
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