Poster Abstract: Unobtrusive Sleep Monitoring with Low-Cost Pressure Sensor Array

Haoyan Liu, E. Sanchez, J. Parkerson, Alexander Nelson
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Abstract

Human beings spend approximately one third of their day sleeping to maintain bodily function and mental health. Many individuals suffer from life-threatening apnea episodes or breathing blockages during sleep. This paper proposes a low-cost, unobtrusive, portable pressure sensor array (PSA) for analyzing and tracking the sleep quality based on parameters such as respiratory rate (RR), body movements (BM), in-bed time (IBT), and apnea episodes (AE). The pressure sensors are fabricated by stacking a layer of anti-static (velostat) material with two layers of conductive fabric. The pressure sensors are sealed with two laminating layers. A 32-bit cortex-M0+ based microcontroller is used for data acquisition. The data obtained is locally stored in a PC for processing and analysis. The respiratory rate is extracted by data pre-processing and frequency analysis with a fixed window segmentation.
摘要:低成本压力传感器阵列的睡眠监测
人类每天大约有三分之一的时间在睡觉,以维持身体机能和精神健康。许多人在睡眠中遭受危及生命的呼吸暂停发作或呼吸阻塞。本文提出了一种低成本、不突出的便携式压力传感器阵列(PSA),用于基于呼吸频率(RR)、身体运动(BM)、卧床时间(IBT)和呼吸暂停发作(AE)等参数分析和跟踪睡眠质量。压力传感器是由两层导电织物叠加一层防静电(velostat)材料制成的。压力传感器采用两层覆膜密封。数据采集采用32位cortex-M0+微控制器。获取的数据存储在本地PC机中进行处理和分析。通过数据预处理和固定窗口分割的频率分析提取呼吸频率。
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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