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
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;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4577-0305-8
DOI :
10.1109/ICMLC.2011.6016710