DocumentCode
3272847
Title
An intelligent location system based on active RFID
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
391
Lastpage
395
Abstract
This study proposes a straightforward, efficient and high accuracy location system. The system can recognize without difficulty different locations of active RFID tags through machine learning and data mining. The system can accurately recognizes the locations of active RFID tags by using neural 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.
Keywords
data mining; learning (artificial intelligence); neural nets; radiofrequency identification; telecommunication computing; active RFID tags; data mining; electromagnetic waves; intelligent location system; machine learning; neural network classifiers; Active RFID tags; Global Positioning System; Machine learning; Neurons; Training; Wireless sensor networks; active RFID; data mining; location system; neural networks;
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.2011.6016707
Filename
6016707
Link To Document