使用商用数字写字装置内置的三轴加速度计测量心率
Julie Payette1, Fabrice Vaussenat1, Sylvain G Cloutier1
1Department of Electrical Engineering, École de Technologie Supérieure, Montréal, QC H3C 1K3, Canada.
Sensors (Basel, Switzerland)
|April 13, 2024
概括
可穿戴的智能笔可以使用内置的加速度计准确估计心率. 这项技术为健康监测提供了一种非破坏性的方法,与传统的心电图 (ECG) 数据有很好的相关性.
科学领域:
- 生物医学工程 生物医学工程
- 可穿戴技术可穿戴技术
- 信号处理 信号处理
背景情况:
- 可穿戴技术通过智能设备提供可访问的健康数据,从而实现持续监控.
- 电心电图 (ECG) 和光电心电图 (PPG) 是对心脏监测的临床标准.
- 可穿戴设备中的加速度计可以估计心率,并过来自运动器件的噪音.
研究的目的:
- 为了比较商业智能笔的加速计与标准心电图读数的心率数据.
- 为了验证智能笔内置传感器对心率估计的准确性.
主要方法:
- 心率数据从STABILO DigiPen.Pen的加速度计中提取出来.
- 从8名志愿者中收集了数据,他们连续写作了5分钟.
- 信号使用巴特沃斯波器进行处理;与参考心电图数据进行比较.
主要成果:
- 智能笔在脉冲间时间 (Δt) 计算中实现了比6.685 × 10-3更好的平均平方误差 (MSE).
- 笔的信号峰值和心电图峰值之间的时间相关性超过了0.99.
- 来自笔的计算心率 (HR) 与参考心电图信号显示了准确的相关性.
结论:
- 通过商业智能笔中的加速度计,可以准确预测心率.
- 这表明了可穿戴传感器技术用于健康监测的新,非侵入性应用.
- 智能笔为可访问和常规的心率跟踪提供了一个有希望的替代方案.
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