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DOI 10.3390/s26196047

Медицинская библиотека · Sensors (Basel, Switzerland) · 2026

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.

Torad Mohamed Ali, Ahmed Hamdy Elsayed, Torad Ahmed Ali Mohamed, Taha Mona Mohamed, Horváth András Attila, Emam Mohamed Abdelaziz

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Аннотация

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.

Для цитирования: Torad Mohamed Ali, Ahmed Hamdy Elsayed, Torad Ahmed Ali Mohamed, Taha Mona Mohamed, Horváth András Attila, Emam Mohamed Abdelaziz. 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.. Sensors (Basel, Switzerland). 2026. DOI: 10.3390/s26196047.

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