Cardiac irregularity detection using photoplethysmogram signal

Umadi, Lina Fadhilah and Mohd Azam, Siti Nurfarah Ain and Sidek, Khairul Azami (2016) Cardiac irregularity detection using photoplethysmogram signal. Journal of Telecommunication, Electronic and Computer Engineering, 8 (4). pp. 161-166. ISSN 2180-1843 E-ISSN 2289-8131

	PDF - Published Version Restricted to Repository staff only Download (423kB) | Request a copy
	PDF (SCOPUS) - Supplemental Material Restricted to Repository staff only Download (496kB) | Request a copy

Abstract

In this study, photoplethysmogram (PPG) based heart abnormality detection method was proposed. PPG signals utilized were obtained from MIMIC II Waveform Database, Version 3 Part 1 with sampling frequency of 250 Hz with the duration of 10 seconds each. The feature of the PPG signals were then extracted using MATLAB and the distances between successive minimum troughs as well as the area of Cardioid graphs of PPG signals were calculated and evaluated to differentiate the normal and abnormal PPG signal. Based on the experimentation results, distances between minimum trough and the area of the Cardioid graphs of abnormal PPG signals are larger than the normal segments. Therefore, the results show the proof-of-concept of the proposed heart abnormality detection technique and suggest a better alternative to the current techniques.

Item Type:	Article (Journal)
Additional Information:	4698/52813
Uncontrolled Keywords:	Photolethysmogram, heart abnormalities, cardioid.
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User:	Assoc Prof Dr Khairul Azami Sidek
Date Deposited:	16 Nov 2016 13:13
Last Modified:	01 Jun 2017 15:53
URI:	http://irep.iium.edu.my/id/eprint/52813

Actions (login required)

View Item