• 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