DocumentCode :
167892
Title :
Real-Time Wireless ECG Biometrics with Mobile Devices
Author :
Derawi, Mohammad ; Voitenko, Iurii ; Endrerud, Pal Erik
Author_Institution :
Smart Wireless Syst., Gjovik Univ. Coll., Gjovik, Norway
fYear :
2014
fDate :
May 30 2014-June 1 2014
Firstpage :
151
Lastpage :
156
Abstract :
Over the last years, there has been an increasing research interest in the application of medical biometrics data for many kinds of automated recognition algorithms. The need for more security and health monitoring is increasing with new functionalities and features made available. To improve different device/application security and health monitoring we propose an stable biometric electrocardiography (ECG) recognition approach with a stable cycle detection mechanism and comparison algorithm. Unlike previous work on wearable ECG recognition, which was based from cabled non-wireless systems, this paper reports new wireless technology and techniques for which can improve the performance, by using simple and low cost approaches. Pre-processing, cycle detection and recognition analysis were applied to the ECG signal. The performance of the system was evaluated having 30 volunteers (5 sessions per volunteer) and resulted in an equal error rate (EER) less than 1%.
Keywords :
biomedical equipment; electrocardiography; medical signal processing; patient monitoring; wireless sensor networks; ECG signal preprocessing; automated recognition algorithms; cabled nonwireless systems; comparison algorithm; cycle detection; device-application security; equal error rate; health monitoring; medical biometrics data application; mobile devices; real-time wireless ECG biometrics; recognition analysis; research interest; security monitoring; stable biometric electrocardiography recognition approach; stable cycle detection mechanism; wearable ECG recognition; wireless techniques; wireless technology; Biometrics (access control); Electrocardiography; Heart; Measurement; Mobile handsets; Sensors; Wireless communication; Biometrics; Mobile Devices; Realtime; Wireless ECG;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Medical Biometrics, 2014 International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4799-4014-1
Type :
conf
DOI :
10.1109/ICMB.2014.34
Filename :
6845842
Link To Document :
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