ESP32-S3-Based Multimodal Wearable for Remote Vital-Sign Acquisition with ECG-to-PPG Pulse-Arrival-Time Tracking and Functional Cloud Triage: An Engineering Proof of Concept
Continuous remote physiological monitoring requires low-cost sensing nodes to preserve timing fidelity while maintaining secure connectivity and interpretable escalation. This study presents an engineering proof-of-concept platform centered on an ESP32-S3 with AD8232 ECG, MAX30102 PPG/SpO2, and MAX30205 contact-temperature sensing. FreeRTOS separates nominal 100 Hz ECG/PPG acquisition from network communication, and the ECG R-wave-to-peripheral-PPG-foot interval is treated as pulse-arrival time (PAT). Telemetry is transmitted over authenticated HTTPS to a Laravel platform, while a separate FastAPI service provides human-in-the-loop normal/warning/critical functional triage. The current evidence is limited to bench-top engineering operation and synthetically constructed triage scenarios; no human-participant measurements are analyzed or reported. An ethics-approved rest-exertion-recovery protocol has been prepared for a future validation stage. The present results support system integration and engineering feasibility, while physiological accuracy, PAT-to-blood-pressure calibration, respiratory-rate agreement, classifier performance, timing reliability, and battery/power characteristics remain to be established quantitatively.
Authors
- Mona Mohamed Taha (ORCID: https://orcid.org/0000-0001-9080-5061)
- Ahmed Ali Mohammed Torad (ORCID: https://orcid.org/0000-0003-4170-6694)
- Mohamed Ali Torad (ORCID: https://orcid.org/0000-0001-8621-4410)
- András Attila Horváth (ORCID: https://orcid.org/0000-0002-5614-7015)
- Mohamed Abdelaziz Emam (ORCID: https://orcid.org/0009-0001-6586-2459)
- Hamdy Elsayed Ahmed
Institutions
- Semmelweis University (HU)
- Princess Nourah bint Abdulrahman University (SA)
- Kafrelsheikh University (EG)
- Higher Technological Institute (EG)
- Jouf University (SA)
- National Institute of Menthal Health, Neurology and Neurosurgery - Nyírő Gyula Hospital (HU)
Publication Details
- Journal
- Sensors
- Published
- 2026-09-24
- DOI
- https://doi.org/10.3390/s26196047
- Primary Topic
- Non-Invasive Vital Sign Monitoring
- Type
- article
- Field-Weighted Citation Impact
- 0.00