Title :
An intelligent location system based on active RFID
Author :
Cheng, Shou-hsiung
Author_Institution :
Dept. of Inf. Manage., Chienkuo Technol. Univ., Changhua, Taiwan
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;
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.2011.6016707