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

机译:演示:用于监视床上活动和生命体征的非接触式设备

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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.
机译:监测睡眠质量和状态对于了解健康状况以改善和预防睡眠呼吸暂停很重要。提出了一种安装在床上的地震仪系统,以监测睡眠期间的心率和呼吸率以及身体的运动和姿势。为了有效地监视睡眠状态,开发了一种创新的基于局部极大值统计的方法和一种基于瞬时属性的方法来分别估计心脏和呼吸频率。与以前的工作相比,这些方法更加健壮和稳定。此外,还基于瞬时特性研究了人体运动和姿势识别算法。我们将这些算法结合在一起,创建了一个新颖的非接触式睡眠监测系统,该系统可以跟踪床旁事件的心率,呼吸率,运动方式和姿势变化。我们的技术包括一个小型,功能强大且低成本的智能地震仪,可以轻松地安装到床垫或盒子下面的床架上,以及用户友好的图形界面,可以与智能手机设备配对并通过APP显示结果通知。演示了一个原型系统,该系统显示出在不同条件下监视一个人的睡眠状态的巨大潜力。

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