Heart abnormality detection technique using PPG signal
Cardiovascular disease (CVD) is the major cause of death in the world. Previous works have been performed to overcome this issue, however, a simple yet effective detection technique scarce. Thus, in this study, photoplethysmogram (PPG) signal which are easily acquired from the fingertip, low cost, a...
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| Format: | Article |
| Language: | English English |
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Faculty of Electronic and Computer Engineering(FKEKK), Universiti Teknikal Malaysia Melaka (UTeM)
2016
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| Online Access: | http://irep.iium.edu.my/54385/ http://irep.iium.edu.my/54385/1/IJTECE_Heart%20Abnormality%20Detection%20Technique%20using%20PPG%20Signal.pdf http://irep.iium.edu.my/54385/7/54385_Heart%20abnormality%20detection%20technique_Scopus.pdf |
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| author | Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami |
| author_facet | Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami |
| author_sort | Umadi, L.F. |
| building | IIUM Repository |
| collection | Online Access |
| description | Cardiovascular disease (CVD) is the major cause of death in the world. Previous works have been performed to overcome this issue, however, a simple yet effective detection technique scarce. Thus, in this study, photoplethysmogram (PPG) signal which are easily acquired from the fingertip, low cost, and requires low power consumption, is used. These biosignals were obtained from MIMIC II Waveform Database, Version 3 Part 1 with sampling frequency of 200 Hz with the duration of 10 seconds each. The feature of the PPG signals were then extracted using MATLAB and the peak-to-peak intervals (PPI) of PPG signals were calculated and evaluated to differentiate between the normal and abnormal PPG signals. Based on the experimentation results, PPI values between the systolic peaks of abnormal PPG signals are larger than the normal PPG signals. The significant difference between the PPI values of normal and abnormal signals indicates the reliability of the proposed method as a technique to detect heart abnormalities. |
| first_indexed | 2025-11-14T16:36:39Z |
| format | Article |
| id | iium-54385 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:36:39Z |
| publishDate | 2016 |
| publisher | Faculty of Electronic and Computer Engineering(FKEKK), Universiti Teknikal Malaysia Melaka (UTeM) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-543852017-03-15T01:49:12Z http://irep.iium.edu.my/54385/ Heart abnormality detection technique using PPG signal Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami TK7885 Computer engineering Cardiovascular disease (CVD) is the major cause of death in the world. Previous works have been performed to overcome this issue, however, a simple yet effective detection technique scarce. Thus, in this study, photoplethysmogram (PPG) signal which are easily acquired from the fingertip, low cost, and requires low power consumption, is used. These biosignals were obtained from MIMIC II Waveform Database, Version 3 Part 1 with sampling frequency of 200 Hz with the duration of 10 seconds each. The feature of the PPG signals were then extracted using MATLAB and the peak-to-peak intervals (PPI) of PPG signals were calculated and evaluated to differentiate between the normal and abnormal PPG signals. Based on the experimentation results, PPI values between the systolic peaks of abnormal PPG signals are larger than the normal PPG signals. The significant difference between the PPI values of normal and abnormal signals indicates the reliability of the proposed method as a technique to detect heart abnormalities. Faculty of Electronic and Computer Engineering(FKEKK), Universiti Teknikal Malaysia Melaka (UTeM) 2016 Article PeerReviewed application/pdf en http://irep.iium.edu.my/54385/1/IJTECE_Heart%20Abnormality%20Detection%20Technique%20using%20PPG%20Signal.pdf application/pdf en http://irep.iium.edu.my/54385/7/54385_Heart%20abnormality%20detection%20technique_Scopus.pdf Umadi, L.F. and Azam, S.N.A.M. and Sidek, Khairul Azami (2016) Heart abnormality detection technique using PPG signal. Journal of Telecommunication, Electronic and Computer Engineering, 8 (12). pp. 73-77. ISSN 2180-1843 E-ISSN 2289-8131 http://journal.utem.edu.my/index.php/jtec/article/view/1438/949 |
| spellingShingle | TK7885 Computer engineering Umadi, L.F. Azam, S.N.A.M. Sidek, Khairul Azami Heart abnormality detection technique using PPG signal |
| title | Heart abnormality detection technique using PPG signal |
| title_full | Heart abnormality detection technique using PPG signal |
| title_fullStr | Heart abnormality detection technique using PPG signal |
| title_full_unstemmed | Heart abnormality detection technique using PPG signal |
| title_short | Heart abnormality detection technique using PPG signal |
| title_sort | heart abnormality detection technique using ppg signal |
| topic | TK7885 Computer engineering |
| url | http://irep.iium.edu.my/54385/ http://irep.iium.edu.my/54385/ http://irep.iium.edu.my/54385/1/IJTECE_Heart%20Abnormality%20Detection%20Technique%20using%20PPG%20Signal.pdf http://irep.iium.edu.my/54385/7/54385_Heart%20abnormality%20detection%20technique_Scopus.pdf |