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IoT-Based Heart Monitoring System with Real-Time ECG Visualization for Low-Cost Telemedicine Applications

Sep 2026 · Positron · Vol 16, pp. 145-159 · 0 citations

TL;DR

This design system works effectively in the integration of a portable low-cost ECG acquisition system with MQTT-based real-time ECG visualization for remote monitoring applications and has potential applications in telemedicine and remote healthcare services.

Abstract

This research is motivated by the lack of availability of electrocardiography (ECG) in healthcare facilities. The aim is to design, build, and test an IoT-based, portable and low-cost heart rate or ECG signal monitoring system that displays data in real-time. The system is designed using Blender and Fritzing for circuit schematics. The construction of both hardware and software development, including creating system blocks, casing, and display on IoT On/Off and PlotJuggler. The results of the ECG signal can be displayed on the device's monitor screen or sent via a server over long distances. Medical experts can use this tool remotely to monitor the condition of heart patients. This system consists of several parts, namely a data acquisition unit consisting of an AD8232 ECG sensor and ADS 1115 ADC converter, a data processing unit in the form of an ESP32 microcontroller, a data transfer unit in the form of Message Queuing Telemetry Transport (MQTT), a computer, a real-time ECG plotter GUI, and a power supply unit. The system output displayed a stable signal on the serial monitor and the computer with a GUI ECG real-time plotter. The accuracy of specific PQRST wave patterns was calculated for both rest and stress conditions, yielding a percentage accuracy of 93.93%. The precision of the ECG system was calculated by repeating data collection five times and obtaining average of rest and stress conditions equal to 95.45%. This design system works effectively in the integration of a portable low-cost ECG acquisition system with MQTT-based real-time ECG visualization for remote monitoring applications. The developed system has potential applications in telemedicine and remote healthcare services, particularly in low-resource and geographically isolated areas where access to conventional ECG equipment is limited.

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