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电容式心电图采集运动伪影的去除:综述。

Removal of Motion Artifacts in Capacitive Electrocardiogram Acquisition: A Review.

出版信息

IEEE Trans Biomed Circuits Syst. 2023 Jun;17(3):394-412. doi: 10.1109/TBCAS.2023.3270661. Epub 2023 Jul 12.

Abstract

Capacitive electrocardiogram (cECG) systems are increasingly used for the monitoring of cardiac activity. They can operate within the presence of a small layer of air, hair or cloth and do not require a qualified technician. They can be integrated into wearables, clothing or objects of daily life, such as beds or chairs. While they offer many advantages over conventional electrocardiogram systems (ECG) that rely on wet electrodes, they are more prone to be affected by motion artifacts (MAs). These effects, which are due to the relative movement of the electrode in relation to the skin, are several orders of magnitude higher than ECG signal amplitudes, they occur in frequencies that might overlap with the ECG signal, and they may saturate the electronics in the most severe cases. In this paper, we provide a detailed description of MA mechanisms that translate into capacitance variations due to electrode-skin geometric changes or into triboelectric effects due to electrostatic charge redistribution. A state-of-the-art overview of the different approaches based on materials and construction, analog circuits and digital signal processing is provided as well as the trade-offs to be made using these techniques, to mitigate MAs efficiently.

摘要

电容式心电图 (cECG) 系统越来越多地用于监测心脏活动。它们可以在存在少量空气、毛发或布料的情况下运行,且不需要合格的技术人员。它们可以集成到可穿戴设备、衣物或日常生活用品中,如床或椅子。虽然它们相对于依赖湿电极的传统心电图系统 (ECG) 具有许多优势,但它们更容易受到运动伪影 (MA) 的影响。这些效应是由于电极相对于皮肤的相对运动引起的,其幅度比 ECG 信号高几个数量级,它们发生的频率可能与 ECG 信号重叠,在最严重的情况下,它们可能会使电子设备饱和。在本文中,我们详细描述了由于电极-皮肤几何形状变化而导致电容变化的 MA 机制,或由于静电荷重新分布而产生的摩擦电效应。我们还提供了基于材料和结构、模拟电路和数字信号处理的不同方法的最新概述,以及使用这些技术进行权衡的方法,以有效地减轻 MA。

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