Title :
A real-time location and infant monitoring system based on active RFID
Author :
Cheng, Shou-hsiung ; Huang, Jui-chen ; Lin, Chun-jung
Author_Institution :
Dept. of Inf. Manage., Chienkuo Technol. Univ., Changhua, Taiwan
Abstract :
This study proposes a real-time location and infant monitoring system based on active RFID. Radio Frequency Identification (RFID) technology meets identification and tracking newborn babies in hospitals to monitoring newborn babies with potential to speed up and increase reliability of involved processes. Due to this, this study proposes a straightforward and efficient infant monitoring system to reduce the potential risks of the theft, misuse hold and abnormal body temperature. The system can accurately recognizes the locations of newborn babies by using a decision tree classifiers after the active RFID readers has received different intensity of electromagnetic waves transmitted by active RFID tags. The infant monitoring system also can detect temperature anomalies of newborn babies real time by the body temperature sensors.
Keywords :
biomedical communication; decision trees; paediatrics; patient monitoring; radiofrequency identification; temperature measurement; temperature sensors; abnormal body temperature; active RFID; body temperature sensor; decision tree classifier; infant monitoring system; radio frequency identification technology; real-time location; Abstracts; Biomedical monitoring; Frequency shift keying; Monitoring; Pediatrics; Active RFID; Decision tree; Infant monitoring system; Location system;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6359656