可穿戴设备中用于生物电位测量的运动伪影研究

Xian Li, Huang Hui, Ye Sun
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引用次数: 4

摘要

本研究的目的是探讨运动伪影的两个主要原因,阻抗变化和摩擦电荷积累。建立了理论模型,分析和估计了不同情景下的主导因素。该模型还定量地解释了影响信号质量的主要因素。开发了一种纽扣大小的可穿戴设备,并用于实验验证。结果表明,机体摩擦电是影响双电极设置的主要因素,对三电极设置的影响不大。运动引起的阻抗变化导致心电基线波动,而表面电荷积累可能导致心电采集失败。本研究旨在提供对运动伪影的基本理解,并为可穿戴式ExG系统的技术改进提供新的证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigation of motion artifacts for biopotential measurement in wearable devices
The goal of this study is to investigate the two major reasons of motion artifacts, impedance variation and triboelectric charge accumulation. A theoretical model is established to analyze and estimate the dominant factor in different scenarios. This model also quantitatively explains how the major factors influence signal quality. A wearable device as small as a button was developed and used for experiment validation. The results showed that the body triboelectricity was the dominant factor to two-electrode settings where caused little influence on three-electrode settings. Also the impedance variation due to motion resulted in ECG baseline fluctuating whereas the surface charge accumulation might cause failure of ECG acquisition. This study aims to provide fundamental understanding of motion artifacts and new evidence for technical improvement for wearable ExG systems.
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