THE USE OF CARDIOGRAMS AND THEIR CHARACTERISTICS FOR HUMAN IDENTIFICATION

Authors

  • V. V. Vyshnevskyi Institute of Mathematical Machines and Systems Problems of NAS of Ukraine
  • T. M. Romanenko Institute of Mathematical Machines and Systems Problems of NAS of Ukraine
  • L. A. Kizub Institute of Mathematical Machines and Systems Problems of NAS of Ukraine

Keywords:

electrocardiogram (ECG), characteristic features of ECG, identification, QRS complex, approximation

Abstract

The paper deals with the task of human identification by electrocardiogram. By using three orthogonal leads, electrocardiogram can be represented as a three-dimensional hodograph. A segment of hodograph, which is related to QRS complex, was approximated via canonical parametric splines. It gave us a set of points which describe the curve shape. An electrocardiogram is assigned to the certain class by comparison of the coordinates of the points which describe the shape of approximating spline. For classification the known statistical methods and neural network were applied.

Author Biographies

V. V. Vyshnevskyi, Institute of Mathematical Machines and Systems Problems of NAS of Ukraine

Cand. Sc. (Eng.), Leading Researcher

T. M. Romanenko, Institute of Mathematical Machines and Systems Problems of NAS of Ukraine

Researcher

L. A. Kizub, Institute of Mathematical Machines and Systems Problems of NAS of Ukraine

Research Fellow

References

1. Fainzilberg L. S. Computer Analysis and Recognition of Cognitive Phase Space Electrocardiographic Image / L. S. Fainzilberg, T. P. Potapova // Proceeding of 6th International Conference on Computer analysis of Images and Patterns (CAIP-95). — Prague, 1995. — P. 668—673.
2. Yogendra Narain S. Biometrics Method for Human Identification Using Electrocardiogram / S. Yogendra Narain, P. Gupta // Proceedings of third International Conference, ICB. — Alghero, Italy, 2009. — P. 1270—1279.
3. Вишневский В. В. Грид-система для массового накопления и обработки цифровых электрокардиограмм // Український журнал телемедицини та медичної телематики. — 2013. — Т. 11, № 1. — С. 202—208.
4. Чайковский И. А. Анализ электрокардиограммы в одном, шести и двенадцати отведениях с точки зрения информационной ценности: электрокардиографический каскад // Клиническая информатика и телемедицина. — 2012. — № 2. — C. 102—106.
5. Вишневский В. В. Аппроксимация экспериментальных данных кривыми Безье / В. В. Вишневский, В. Г. Калмыков, Т. Н. Романенко // XIII-th International Conference KDS 2007. — Varna, Bulgaria. — 2007. — June. — P. 157—162.

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Published

2016-12-06

How to Cite

[1]
V. V. Vyshnevskyi, T. M. Romanenko, and L. A. Kizub, “THE USE OF CARDIOGRAMS AND THEIR CHARACTERISTICS FOR HUMAN IDENTIFICATION”, Вісник ВПІ, no. 5, pp. 7–10, Dec. 2016.

Issue

No. 5 (2016)

Section

Automation and information-measuring equipment

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