Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs

José Clemente, Fangyu Li, Maria Valero, Wenzhan Song
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引用次数: 1

Abstract

Monitoring sleep quality and status is important to learn health condition for improvement and prevent sleep apnea. A bed-mounted seismometer system is proposed to monitor the heart and respiratory rates, and body movement and posture, during the sleep. To effectively monitor sleep status, an innovative local maxima statistics based approach and an instantaneous property based method are developed to estimate heart and respiratory rates, respectively. These methods are more robust and stable compared to previous works. Besides, algorithms for body movement and posture identification are also investigated based on instantaneous properties. We incorporated these algorithms to create a novel contactless sleep monitoring system that can keep track of heart rate, respiration rate, movement patterns and posture changes on events near to the bed. Our technology includes a small, powerful and low-cost smart seismometer, that can be easily installed to a bed frame under the mattress or boxes, and a user-friendly graphic interface, that can be paired with smartphone devices and display results through the APPs notifications. A prototype system is demonstrated, showing great potentials in monitoring a person’s sleep status under different conditions.
演示:用于监测床上活动和生命体征的非接触式设备
监测睡眠质量和状态对了解健康状况以改善和预防睡眠呼吸暂停非常重要。提出了一种安装在床上的地震仪系统,用于监测睡眠期间的心脏和呼吸频率,以及身体运动和姿势。为了有效地监测睡眠状态,提出了一种基于局部极大值统计的创新方法和一种基于瞬时属性的方法来分别估计心脏和呼吸速率。与以往的研究相比,这些方法具有更强的鲁棒性和稳定性。此外,还研究了基于瞬时特性的人体运动和姿态识别算法。我们将这些算法结合在一起,创造了一种新颖的非接触式睡眠监测系统,可以跟踪心率、呼吸频率、运动模式和床边事件的姿势变化。我们的技术包括一个小型,强大和低成本的智能地震仪,可以很容易地安装在床垫或盒子下面的床架上,以及一个用户友好的图形界面,可以与智能手机设备配对,并通过应用程序通知显示结果。演示了一个原型系统,显示出在不同条件下监测人的睡眠状态的巨大潜力。
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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