DocumentCode
3272897
Title
An indoor positioning system based on active RFID in conjunction with Bayesian network
Author
Cheng, Shou-hsiung
Author_Institution
Dept. of Inf. Manage., Chienkuo Technol. Univ., Changhua, Taiwan
Volume
1
fYear
2011
fDate
10-13 July 2011
Firstpage
386
Lastpage
390
Abstract
This study proposes an indoor positioning system based on active RFID in conjunction with bayesian network. The system can accurately recognizes the locations of active RFID tags by using bayesian network classifiers after the active RFID readers has received different intensity of electromagnetic waves transmitted by active RFID tags. The experimental results show that the proposed system is simple, efficient and useful for practical applications. The proposed indoor positioning system can be utilized in wares locating of storehouse and indoor robot position locating.
Keywords
Bayes methods; electromagnetic wave transmission; indoor communication; radiofrequency identification; Bayesian network classifier; active RFID tags; electromagnetic waves; indoor positioning system; Accuracy; Frequency shift keying; Radiofrequency identification; Software; Training; active RFID; bayesian networks; data mining; positioning system;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location
Guilin
ISSN
2160-133X
Print_ISBN
978-1-4577-0305-8
Type
conf
DOI
10.1109/ICMLC.2011.6016710
Filename
6016710
Link To Document