DocumentCode :
3457689
Title :
Real-time continuous identification system using ECG signals
Author :
Matta, Rafik ; Lau, Johnny K. H. ; Agrafioti, Foteini ; Hatzinakos, Dimitrios
Author_Institution :
Edward S. Rogers Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
fYear :
2011
fDate :
8-11 May 2011
Abstract :
This paper presents a prototype biometric system that per- forms real time human identification using the ECG signal. Cardiac signals have been lately suggested for biometric deployment, since they carry subject specific information and at the same time allow for inherent liveness detection. The HeartID is the first system to continuously authenticate individuals who are conveniently wearing a portable, wireless ECG sensor. The AC/LDA algorithm is used for biometric template design because of its computational and performance advantages. The performance of the prototype testbed was evaluated over 10 subjects at the University of Toronto with very promising results.
Keywords :
authorisation; biomedical equipment; biometrics (access control); body sensor networks; electrocardiography; medical signal processing; portable instruments; AC-LDA algorithm; ECG signals; HeartID; biometric template design; cardiac signals; portable ECG sensor; prototype biometric system; prototype testbed; real-time continuous identification system; real-time human identification; wireless ECG sensor; Algorithm design and analysis; Electrocardiography; Feature extraction; Humans; Prototypes; Real time systems; Testing; autocorrelation; electrocardiogram; linear discriminant analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Computer Engineering (CCECE), 2011 24th Canadian Conference on
Conference_Location :
Niagara Falls, ON
ISSN :
0840-7789
Print_ISBN :
978-1-4244-9788-1
Electronic_ISBN :
0840-7789
Type :
conf
DOI :
10.1109/CCECE.2011.6030676
Filename :
6030676
Link To Document :
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