Table · dataset · 2026
Low-Cost Flexible PPG-Based Heart Rate Monitoring System Using PIC Microcontroller with ML Fusion
Listed in figshare
<p dir="ltr">This dataset contains photoplethysmography (PPG)-based heart rate measurements collected for the development and evaluation of a low-cost heart rate monitoring system.
Description
The dataset includes PPG signals acquired using a pulse sensor and corresponding heart rate measurements obtained from a Rossmax pulse oximeter as the reference device. Data were collected under different physiological conditions, including resting and exercise conditions, to evaluate the performance of the proposed system across varying heart rate levels.
The collected data were used for preprocessing, feature extraction, machine learning-based calibration, and comparison with the reference measurements. The dataset is intended to support research on PPG-based heart rate estimation, sensor calibration, embedded machine learning, and low-cost physiological monitoring systems.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33264066.v3 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Biomechanical engineering · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Electrical circuits and systems · Engineering · Humanities · Life Sciences · Machine learning · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Heart 75%
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33264066 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[anatomy].local:anatomy:heart | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:field:400303 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Biomechanical engineering'] |
| concepts[field].anzsrc:field:400802 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Electrical circuits and systems'] |
| concepts[field].anzsrc:group:4611 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Machine Learning'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |