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Assessment and Calibration of Wearable Heart Rate Sensors Using a Fully Automated System

机译:使用全自动系统评估和校准可穿戴心率传感器

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Heart Rate (HR) monitors have become pervasive tools, with a great impact on fitness as well as on healthcare. The development of smart wearable systems to monitor physiological parameters addresses the need to manage real-time data for both personal and medical needs. Therefore, it is fundamental to assess and improve the reliability of these devices in HR measurement. The objective of this study was to evaluate the overall performance of a commercial chest-strap HR monitor and perform a calibration procedure. A DAQ-based system was developed to acquire and process raw signals from the sensor. When tested using a highly stable generated ECG signal, the device showed very small measurements errors with low standard deviation, granting high accuracy and good performance that improved even more after calibrating it.
机译:心率(HR)监视器已成为无处不在的工具,对健身和医疗保健都产生了巨大影响。用于监测生理参数的智能可穿戴系统的开发满足了针对个人和医疗需求管理实时数据的需求。因此,评估和提高这些设备在心率测量中的可靠性至关重要。这项研究的目的是评估商用胸带式HR监护仪的整体性能并执行校准程序。开发了一种基于DAQ的系统来获取和处理来自传感器的原始信号。当使用高度稳定的生成的ECG信号进行测试时,该设备显示出很小的测量误差和低标准偏差,从而提供了高精度和良好的性能,在校准后甚至可以进一步改善。

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