可穿戴计算机
呼吸频率
蓝牙
仰卧位
持续监测
计算机科学
呼吸监测
实时计算
呼吸
回廊的
坐
远程病人监护
模拟
无线
嵌入式系统
医学
呼吸系统
心率
工程类
麻醉
电信
外科
运营管理
病理
血压
内科学
放射科
作者
Chunkai Qiu,Fan Wu,Weiqiao Han,Mehmet Rasit Yuce
标识
DOI:10.1109/tbme.2022.3158544
摘要
This paper aims to introduce a wearable solution and a low-complexity algorithm for real-time continuous ambulatory respiratory monitoring.A wearable chest patch is designed using a bioimpedance (BioZ) sensor to measure the changes in chest impedance caused by breathing. Besides, a medical-grade infrared temperature sensor is utilized to monitor body temperature. The computing algorithm implemented on the patch enables computation of breath-by-breath respiratory rate and chest temperature in real-time. Two wireless communication protocols are included in the system, namely Bluetooth and Long Range (LoRa), which enable both short-range and long-range data transmission.The breathing rate measured in static (i.e., standing, sitting, supine, and lateral lying) and dynamic (i.e., walking, running, and cycling) positions by our device yielded an accuracy of more than 97.8% and 98.5% relative to the ground truth, respectively. Additionally, the device's performance is evaluated in real-world scenarios both indoors and outdoors.The proposed system is capable of measuring breathing rate throughout a variety of daily activities. To the best of our knowledge, this is the first BioZ-based wearable patch capable of detecting breath-by-breath respiratory rate in real-time remotely under unrestricted ambulatory conditions.This study establishes a strategy for continuous respiratory monitoring that could aid in the early detection of cardiopulmonary disorders in everyday life.
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