DocumentCode
3410787
Title
Electrocardiogram (ECG) signals as biometrics in securing Wireless Body Area Network
Author
Ramli, S.N. ; Ahmad, Rabiah ; Abdollah, Mohd Faizal
Author_Institution
Center for Adv. Comput. Technol., Univ. Teknikal Malaysia Melaka, Durian Tunggal, Malaysia
fYear
2013
fDate
9-12 Dec. 2013
Firstpage
536
Lastpage
541
Abstract
A recent trend in the field of biometrics is ECG-based, where electrocardiogram (ECG) signals are used as input to the biometric system. Previous work has shown that ECG has a good potential, which can be used alone as a biometric parameter or in combination with some other parameters for greater accuracy, due to its main key properties. This paper presents a study on the applicability of ECG signals in securing Wireless Body Area Network (WBAN) communications. We study the permanence and the distinctiveness properties of ECG signals on 10 random patients. The Independent Component Analysis (ICA) and Fast Fourier Transform (FFT) are applied on the ECG signals obtained from MIT-BIH Normal Synus Rhythm (nsrdb) public database. The experimental results are presented, which exhibit that ECG signal can be utilized properly to achieve better security performance under the stringent constraints of WBAN sensors. Thus, it is believed that the system can naturally secure the information transmission within WBAN, where other techniques use hardware and software to achieve the same purpose.
Keywords
biometrics (access control); body area networks; electrocardiography; fast Fourier transforms; independent component analysis; telecommunication security; ECG signals; FFT; ICA; MIT-BIH Normal Synus Rhythm; WBAN communications; biometric parameter; electrocardiogram signals; fast Fourier transform; independent component analysis; information transmission; nsrdb public database; wireless body area network; Biometrics (access control); Electrocardiography; Feature extraction; Indexes; Physiology; Sensors; Wireless sensor networks; Electrocardiogram (ECG); WBAN; biometrics; key properties; security;
fLanguage
English
Publisher
ieee
Conference_Titel
Internet Technology and Secured Transactions (ICITST), 2013 8th International Conference for
Conference_Location
London
Type
conf
DOI
10.1109/ICITST.2013.6750259
Filename
6750259
Link To Document