A Novel Biometric Authentication Approach Using Electrocardiogram Signals

GÜRKAN H., GÜZ Ü., Yarman B. S.

35th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Osaka, Japonya, 3 - 07 Temmuz 2013, ss.4259-4262 identifier identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/embc.2013.6610486
  • Basıldığı Şehir: Osaka
  • Basıldığı Ülke: Japonya
  • Sayfa Sayıları: ss.4259-4262
  • İstanbul Üniversitesi Adresli: Evet

Özet

In this work, we present a novel biometric authentication approach based on combination of AC/DCT features, MFCC features, and QRS beat information of the ECG signals. The proposed approach is tested on a subset of 30 subjects selected from the PTB database. This subset consists of 13 healthy and 17 non-healthy subjects who have two ECG records. The proposed biometric authentication approach achieves average frame recognition rate of %97.31 on the selected subset. Our experimental results imply that the frame recognition rate of the proposed authentication approach is better than that of ACDCT and MFCC based biometric authentication systems, individually.