Sensing, Wireless Transmission, and Smart Processing of Heart Signals

Erfan mansoori, Alireza Siavashi, M. Majidi
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引用次数: 1

Abstract

In recent years, by increasing the number of epidemics, the concept of telemedicine and its combination with the Internet of Things (IoT), has become a more prominent subject in engineering. The purpose of this study is to implement an IoT system that can sense the heart signal and detect the arrhythmia in a heartbeat by using smart signal processing and send them through the internet to a relative of the patient or doctor. In this system, Electrocardiogram (ECG) signals are received by electrodes and sent to the AD8232 chip. Then, by connecting to the ESP32 module, information through the Wi-Fi network and Message Queuing Telemetry Transport (MQTT) protocol, is sent to the broker created on Raspberry Pi. Then, using Python and through the Decision Tree algorithm, the heartbeat’s performance is evaluated as a smart process. The accuracy of the algorithm in detecting arrhythmias is over 95%. Finally, with an android application and through the TCP/IP protocol, the health or arrhythmia of the heartbeat will be informed on the doctor’s or one of the patient’s relative’s cell phone, and its real-time display will be provided. Also, the possibility of sending a command from a mobile to the broker has been provided.
心脏信号的传感、无线传输和智能处理
近年来,随着流行病数量的增加,远程医疗的概念及其与物联网(IoT)的结合,已经成为一个更加突出的工程课题。本研究的目的是实现一个物联网系统,该系统可以感知心脏信号,并通过智能信号处理检测心跳中的心律失常,并通过互联网将它们发送给患者或医生的亲属。在该系统中,心电图信号由电极接收并发送到AD8232芯片。然后,通过连接到ESP32模块,通过Wi-Fi网络和消息队列遥测传输(MQTT)协议将信息发送到树莓派上创建的代理。然后,使用Python并通过决策树算法,将心跳的性能作为一个智能过程进行评估。该算法检测心律失常的准确率在95%以上。最后,通过一个android应用程序,通过TCP/IP协议,将患者的健康或心律失常的情况通知到医生或患者亲属的手机上,并进行实时显示。此外,还提供了从移动设备向代理发送命令的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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