• DocumentCode
    1275937
  • Title

    Electrocardiogram (ECG) Biometric Authentication Using Pulse Active Ratio (PAR)

  • Author

    Safie, Sairul I. ; Soraghan, John J. ; Petropoulakis, Lykourgos

  • Author_Institution
    Dept. of Electron. & Electr. Eng., Univ. of Strathclyde, Glasgow, UK
  • Volume
    6
  • Issue
    4
  • fYear
    2011
  • Firstpage
    1315
  • Lastpage
    1322
  • Abstract
    Biometric authentication is a one-to-one verification process. A successful biometric system must be capable of avoiding a fraudulent claim while at the same time ensuring the privacy of individuals. This paper presents a novel framework for using the electrocardiogram (ECG) as a biometric system for human authentication. A new feature extraction technique known as pulse active ratio (PAR) is derived and used to generate novel ECG feature vectors. The proposed method is validated by experiments on 112 subjects, performing 9800 ECG comparisons providing a 10% improvement when compared to conventional temporal and amplitude feature extraction methods.
  • Keywords
    authorisation; biometrics (access control); data privacy; electrocardiography; feature extraction; fraud; medical signal processing; ECG biometric authentication; ECG feature vector; biometric system; electrocardiogram; feature extraction; fraudulent claim; human authentication; privacy; pulse active ratio; verification process; Authentication; Biometrics; Electrocardiography; Feature extraction; Indexes; Biometric; electrocardiogram (ECG); feature extraction; pulse active ratio (PAR);
  • fLanguage
    English
  • Journal_Title
    Information Forensics and Security, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1556-6013
  • Type

    jour

  • DOI
    10.1109/TIFS.2011.2162408
  • Filename
    5957278