DocumentCode :
3722081
Title :
Photoplethysmography as a form of biometric authentication
Author :
Anthony Lee;Younghyun Kim
Author_Institution :
Samsung Electronics, Digital Media &
fYear :
2015
Firstpage :
1
Lastpage :
2
Abstract :
This paper explores the feasibility of using signals acquired from a photoplethysmogram (PPG) sensor, typically used in mobile devices for heart rate monitoring, as a valid input signal for biometric authentication systems. Signals were acquired from 10 individuals, generating 708 independent datasets using the Texas Instruments AFE4490/4400 integrated analog front end for pulse oximeters. Results indicate successful identification of individuals with a false acceptance rate of 4.2% and a false rejection rate of 3.7%. Because PPG signal morphology is dependent on the physical state of an individual, biometric authentication cannot occur under stress or coercion which introduces a deviation in heart rate. This technique has demonstrated to be a feasible and simpler replacement to upcoming biometric advancements such as electrocardiogram-based authentication systems, but dependence on consistent measuring conditions limits the capabilities in mobile systems.
Keywords :
"Authentication","Heart rate","Electrocardiography","Neural networks","Fingerprint recognition","Feature extraction"
Publisher :
ieee
Conference_Titel :
SENSORS, 2015 IEEE
Type :
conf
DOI :
10.1109/ICSENS.2015.7370629
Filename :
7370629
Link To Document :
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