用气压传感器测量老年人护理系统的心率

Kouhei Yamamoto, Shuai Shao, N. Kubota
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引用次数: 0

摘要

近年来,日本对护理服务的需求一直在增加。然而,由于工作压力和对患者的重大责任,人们不愿意从事相关工作,劳动力短缺已经成为一个严重的问题。通过我们的工作,我们提出了一个基于传感器的监测系统,以减轻照顾者的负担。我们在床上放了一套空气压力传感器。当人们躺在床上时,气压信号会发生变化。利用尖峰神经网络,我们可以对数据进行分析并估计非活动状态。在本文中,我们主要讨论了如何在睡眠中获取人的心跳状态,这对评估睡眠状态很有帮助。
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Heart Rate Measurement Using Air Pressure Sensor for Elderly Caring System
In recent years, the demand for nursing services in Japan has been increasing. However, due to the work pressure and significant responsibility to the patient, people are not willing to engage in related work, and the labor shortage has become a severe problem. By our work, we propose a sensor-based monitoring system to reduce the burden on the caregiver. We put a set of air pressure sensor on the bed. When people are lying on the bed, air pressure signal changes. Using spiking neural networks, we can analyze the data and estimate the inactive state. In this paper, we mainly discuss how to get a person's heartbeat state while sleeping, which is useful for assessing sleep state.
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