DocumentCode
2318826
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
Volume
5
fYear
2012
fDate
15-17 July 2012
Firstpage
1844
Lastpage
1849
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location
Xian
ISSN
2160-133X
Print_ISBN
978-1-4673-1484-8
Type
conf
DOI
10.1109/ICMLC.2012.6359656
Filename
6359656
Link To Document