Cardiorespiratory monitoring using a mechanical and an optical system

D. Presti, C. Massaroni, M. Caponero, D. Formica, E. Schena
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引用次数: 5

Abstract

A continuous monitoring of cardiorespiratory activity can play an essential role in the health prevention since the cardiovascular and ventilatory systems regulate several vital functions of the human body and adapt themselves in response to various stressors. Typically, early detection of cardiorespiratory irregularities is performed by monitoring respiratory and heart rate (RR and HR) at rest. Among several technological solutions, the most promising are based on mechanical and optical systems such as gyroscopes (GYRs) and accelerometers in inertial measurement units, and fiber Bragg gratings (FBGs) embedded into wearable and non-wearable items.In this work, we investigated the capability of a mechanical system (i.e., a GYR) and an optical system (i.e., a flexible sensor based on FBG) to perform the simultaneous RR and HR monitoring. The system placement varied according to the sensor type to ensure the best unobtrusive cardiorespiratory monitoring: the GYR was worn on the chest, and the FBG-based flexible sensor was placed on a chair in contact with the chest back. Results showed similar performances between the mechanical and optical systems when compared to a reference instrument (mean absolute percentage error -MAPE < 7.7% and 6.1% for HR and MAPE ≤ 0.23% and 1.7% for RR for the FBG and the GYR, respectively).
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使用机械和光学系统的心肺监测
由于心血管和呼吸系统调节人体的一些重要功能,并对各种应激源作出反应,因此对心肺活动的持续监测对健康预防起着至关重要的作用。通常,通过静息时监测呼吸和心率(RR和HR)来进行心肺不规则性的早期检测。在几种技术解决方案中,最有前途的是基于机械和光学系统,如惯性测量单元中的陀螺仪(GYRs)和加速度计,以及嵌入可穿戴和非可穿戴物品的光纤布拉格光栅(fbg)。在这项工作中,我们研究了机械系统(即GYR)和光学系统(即基于光纤光栅的柔性传感器)同时执行RR和HR监测的能力。根据传感器的类型,系统的放置位置有所不同,以确保最佳的不显眼的心肺监测:GYR佩戴在胸部,基于fbg的柔性传感器放置在与胸部背部接触的椅子上。结果表明,与参考仪器相比,机械系统和光学系统的性能相似(平均绝对百分比误差- FBG和GYR的HR MAPE分别< 7.7%和6.1%,RR MAPE≤0.23%和1.7%)。
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