Open access Journal SINTA 1
Poincaré plots to analyze photoplethysmography signal between non-smokers and smokers
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 12 No. 2 (2022)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2022-04-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
An analysis of blood circulation was used to identify variations of heart rate and to create an early warning system of autonomic dysfunction. The Poincaré plot analyzed blood circulation using photoplethysmography (PPG) signals between non-smokers and smokers in three different indices: SD1, SD2, and SD1 SD2 ratio (SSR). There were twenty subjects separated into non-smoker and smoker groups with sample sizes of 10, respectively. An independent sample t-test to compare the continuous variables. Whereas, the comparison between two groups employed Fisher’s exact test for categorical variables. The result showed that SD1 was found to be considerably lower in the group of smokers (0.03±0.01) than that of the non-smokers (0.06±0.03). Similarly, SSR was recorded at 0.0012±0.0005 and 0.0023±0.0012 for smoking and non-smoking subjects, respectively. As a comparison, SD2 for non-smokers (25.7±0.5) was lower than smokers (27.3±0.4). In conclusion, we revealed that the parameters of Poincaré plots (SD1, SD2, and SSR) exert good performances to significantly differentiate the PPG signals of the group of non-smokers from those of smokers. We also supposed that the method promises to be a suitable method to distinguish the cardiovascular disease group. Therefore, this method can be applied as a part of early detection system of cardiovascular diseases.
Collaboration network of the authors
40 authors · 98 co-authorship links · 16 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universitas Ahmad Dahlan
- Universitas Muhammadiyah Malang
- National Dong Hwa University
- Muhammadiyah University of Yogyakarta
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Titiek Hidayati | Affiliation unknown | 12 |
| Arif Budi Setianto | Affiliation unknown | 3 |
| Endang Darmawan | Affiliation unknown | 3 |
| Rizka Novia Atmadani | Universitas Ahmad Dahlan | 2 |
| Siti Urbayatun | Universitas Ahmad Dahlan | 2 |
| Indrayanti Indrayanti | Muhammadiyah University of Yogyakarta | 2 |
| Sagiran Sagiran | Affiliation unknown | 2 |
| Ginanjar Zukhruf Saputri | Affiliation unknown | 2 |
| Prasasti Bintarum | Affiliation unknown | 2 |
| Lukman Hardia | Affiliation unknown | 2 |
| Nurkhasanah Nurkhasanah | Affiliation unknown | 2 |
| Dhea Ananda | Universitas Muhammadiyah Malang | 1 |
| Laila Yoga Saputri | Universitas Muhammadiyah Malang | 1 |
| Alvina Arum Puspitasari | Universitas Muhammadiyah Malang | 1 |
| hilmi herawati hilmi | Affiliation unknown | 1 |
| Sumintak Sumintak | Affiliation unknown | 1 |
| Rizma Nurfadjrin | Affiliation unknown | 1 |
| Budiyono Budiyono | Affiliation unknown | 1 |
| Woro Supadmi | Affiliation unknown | 1 |
| Arya Adiningrat | Affiliation unknown | 1 |
| Wima Anggitasari | Affiliation unknown | 1 |
| Haafizah Dania | Affiliation unknown | 1 |
| Okta Muthia S | Affiliation unknown | 1 |
| Indri Nurasa | Affiliation unknown | 1 |
| Erviana Erviana | Affiliation unknown | 1 |
| Rafiastiana Capritasari | Affiliation unknown | 1 |
| Okta Mutia Sari | Affiliation unknown | 1 |
| Laili Apriani | Affiliation unknown | 1 |
| Liesma Yuhelvia | Affiliation unknown | 1 |
| Adnan Adnan | Affiliation unknown | 1 |
| Tri Julia Purnamasari | Affiliation unknown | 1 |
| Zaky Nurfaiz | Affiliation unknown | 1 |
| Muhammad Muhlis | Affiliation unknown | 1 |
| Olyvia Wulan Kencana | Affiliation unknown | 1 |
| Nurcholid Umam Kurniawan | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.