DocumentCode :
564818
Title :
On the use of the electrocardiogram for biometrie authentication
Author :
Tantawi, M.M. ; Revett, K. ; Tolba, M.F. ; Salem, A.
Author_Institution :
Fac. of Comput. & Inf. Sci., Ain Shams Univ., Cairo, Egypt
fYear :
2012
fDate :
14-16 May 2012
Abstract :
This paper provides a comprehensive survey of the deployment of the electrocardiogram (ECG) as a biometrie authentication system. The paper begins with an overview of the ECG, some of the features that have been extracted for use in biométrie authentication, followed by a series of case studies. The conclusion reached in this survey indicates that the ECG is a very effective and efficient mode of user authentication. Classification accuracies of over 95% are routinely obtained, rivalling more traditional anthropométrie based approaches such as fingerprint and face recognition based approaches. Some caveats of the ECG based approach are also discussed — these include accounting for disease states, emotional states, and the general caveat that many of the published studies are performed on a small cohort.
Keywords :
Accuracy; Electrocardiography; Feature extraction; Heart beat; Heart rate variability; Humans; Noise; Behavioral Biometrics; Cognitive Biometrics; Electrocardiogram (ECG); User Authentication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Informatics and Systems (INFOS), 2012 8th International Conference on
Conference_Location :
Giza, Egypt
Print_ISBN :
978-1-4673-0828-1
Type :
conf
Filename :
6236529
Link To Document :
بازگشت