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67376

Triple C: A New Algorithm for ECG Cancelable Biometric System

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Last updated: 25 Dec 2024

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Abstract

This paper investigates the possibility of biometric human identification based on the electrocardiogram (ECG) using a new algorithm called CCC or Triple C.  The ECG, being a record of electrical currents generated by the beating heart, is potentially a distinctively human characteristic, since ECG waveforms and other properties of the ECG depend on the anatomic features of the human heart and body. The experimental studies involved 46 volunteers. For usability, each signal was shifted and encrypted by Cepstrum algorithm, the output is convoluted with the original signal then stored as an authorized database. Any new signal is processed as mentioned before then compared with the stored authorized database. AROC metric value is used to measure the performance of the proposed technique. Comparing results with traditional techniques showed that the recognition rate is better than other techniques and reach 99%. The findings support using the ECG as a new biometric characteristic in various biometric access control applications.

DOI

10.21608/mjeer.2019.67376

Keywords

eCG, Cancelable Biometrics, Cepstrum, Convolution, AROC

Authors

First Name

Amir

Last Name

El-Refaey

MiddleName

E.

Affiliation

Telecom Assis. Gmr Rashpetco (Shell-JV)

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First Name

Marwa

Last Name

Shouman

MiddleName

A.

Affiliation

Computer Science and Engineering Dept. Faculty of Electronic Engineering Menoufia Universit - Egypt

Email

marwa.shouman@el-eng.menofia.edu.eg

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Orcid

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First Name

Ezz El-din

Last Name

Hemdan

MiddleName

-

Affiliation

Computer Science and Engineering Dept. Faculty of Electronic Engineering Menoufia Universit - Egypt

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Orcid

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First Name

Adel

Last Name

EL-Fishawy

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Dept. Faculty of Electronic Engineering Menoufia University -Egypt

Email

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City

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Orcid

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First Name

Fathi

Last Name

Abd El-Samie

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Dept. Faculty of Electronic Engineering Menoufia University -Egypt

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Volume

28

Article Issue

ICEEM2019-Special Issue

Related Issue

9704

Issue Date

2019-12-01

Receive Date

2020-01-03

Publish Date

2019-12-07

Page Start

43

Page End

50

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_67376.html

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https://mjeer.journals.ekb.eg/service?article_code=67376

Order

4

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Triple C: A New Algorithm for ECG Cancelable Biometric System

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Article

Created At

22 Jan 2023