Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
A Dynamic Multi-domain Access Control Model in Cloud Computing Read chapter Read first chapter

2015 | OriginalPaper | Chapter

Heart Rate Variability for Biometric Authentication Using Time-Domain Features

Authors : Nazneen Akhter, Hanumant Gite, Gulam Rabbani, Karbhari Kale

Published in: Security in Computing and Communications

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Heart Rate Variability (HRV) is a natural property found in heart rate. Medical science since last two decades has been beholding on it as a diagnostic and prognostic tool. This study is intended towards harnessing the HRV property of heart for authentication purpose. For measuring the RR-Interval for HRV analysis, we used photoplethysmography (PPG) based pulse sensor and in-house designed microcontroller based RR-Interval measurement system. Data acquisition is done on PC via serial-to-USB bridge adaptor. Seven Time domain features are generated using standard statistical techniques. Out of 10 samples of each subject, five are used for template creations and other five are used for testing. The system resulted in 17 % EER. The FAR & FRR graph against threshold and the ROC curve are presented.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Reducing Vulnerability of a Fingerprint Authentication System
next chapter Modeling Fuzzy Role Based Access Control Using Fuzzy Formal Concept Analysis
Literature
1.
da Silva, H.P., Lourenço, A., Fred, A., Raposo, N., Aires-de-Sousa, M.: Check your biosignals here: a new dataset for off-the-person ECG biometrics. Comput. Methods Programs Biomed. 113, 503–514 (2014)CrossRef
2.
Singh, Y.N., Singh, S.K., Ray, A.K.: Bioelectrical signals as emerging biometrics: issues and challenges. ISRN Signal Process. 2012, 1–13 (2012)CrossRef
3.
Ross, A.: An introduction to multibiometrics (2007)
4.
Agrafioti, F.:. ECG in biometric recognition: time dependency and application challenges (2011)
5.
Khandait, P., Bawane, N., Limaye, S.: Features extraction of ECG signal for detection of cardiac arrhythmias. Int. J. Comput. Appl. 8, 6–10 (2012)
6.
Akhter, N., Mahdi, J.F., Manza, G.R., Registrar, D.: Microcontroller based data acquisition system for heart rate variability (HRV). Measurement 1, 576–583 (2012)
7.
Akhter, N., Tharewal, S., Kale, V., Bhalerao, A., Kale, K.V.: Heart based biometrics and use of heart rate variability in human identification systems. In: 2nd International Doctoral Symposium, 23–25 May 2015
8.
Acharya, U.R., Joseph, K.P., Kannathal, N., Lim, C.M., Suri, J.S.: Heart rate variability: a review. Med. Biol. Eng. Comput. 44, 1031–1051 (2006)CrossRef
9.
Malik, M., Bigger, J.T., Camm, A.J., Kleiger, R.E., Malliani, A., Moss, A.J., Schwartz, P.J.: Heart rate variability. Eur. Heart J. 17, 354–381 (1996)CrossRef
10.
Akhter, N., Tharewal, S., Gite, H., Kale, K.V.: Microcontroller based RR-interval measurement using PPG signals for hear variability based biometric application. In: International Symposium on Emerging Topics in Circuits and Systems, 10–13 August 2015
11.
Akhter, N., Gite, H., Tharewal, S., Kale, K.V.: Computer based RR-interval detection system with ectopy correction in HRV data. In: International Conference on Advances in Computing, Communications and Informatics, 10–13 August 2015
12.
Miyamoto, M., Ichimaru, Y., Katayama, S.: Heart rate variability. Nippon Rinsho. 50, 717–722 (1992)
Metadata
Title
Heart Rate Variability for Biometric Authentication Using Time-Domain Features
Authors
Nazneen Akhter
Hanumant Gite
Gulam Rabbani
Karbhari Kale
Copyright Year
2015
Book
Security in Computing and Communications

Print ISBN: 978-3-319-22914-0

Electronic ISBN: 978-3-319-22915-7

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-3-319-22915-7_16

Premium Partner

    Image Credits