Motion artifact reduction in ambulatory ECG monitoring: an integrated system approach

I. Romero, T. Berset, Dilpreet Buxi, L. Brown, J. Penders, Sunyoung Kim, N. V. Helleputte, Hyejung Kim, C. Hoof, R. Yazicioglu
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引用次数: 41

Abstract

Recent advances in low-power micro-electronics are revolutionizing ECG monitoring. Wearable patches now allow comfortable monitoring over several days. Achieving reliable and high integrity recording however remains a challenge, especially under daily-life activities. In this paper we present a system approach to motion artifact reduction in ambulatory recordings. A custom ultra-low-power ECG analog front-end read-out for simultaneous measurement of ECG and electrode-tissue impedance, from the same electrode, is reported. Integrating this front-end, we describe a wireless patch for the monitoring of 3-lead ECG, electrode electrical artifact and 3D-acceleration. Beyond ECG monitoring, this wireless patch provides the additional necessary data to filter out motion artifact. Two algorithm methods are tested. The first method applies ICA for de-noising multi-lead ECG recordings. The second method is an adaptive filter that uses skin/electrode impedance as the measurement of noise. Algorithms, circuits and system provide a platform for reliable ECG monitoring on-the-move.
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动态心电监测中的运动伪影减少:一种集成系统方法
低功耗微电子技术的最新进展正在彻底改变心电监测。可穿戴贴片现在可以在几天内进行舒适的监测。然而,实现可靠和高完整性的记录仍然是一个挑战,特别是在日常生活活动中。在本文中,我们提出了一个系统的方法来减少运动伪影在动态记录。报道了一种定制的超低功耗ECG模拟前端读出器,用于同时测量ECG和电极组织阻抗,来自同一电极。结合这一前端,我们描述了一种用于监测三导联心电图、电极电伪影和3d加速的无线贴片。除了心电监测之外,这种无线贴片还提供了额外的必要数据来过滤掉运动伪影。对两种算法进行了测试。第一种方法应用ICA对多导联心电记录进行降噪。第二种方法是使用皮肤/电极阻抗作为噪声测量的自适应滤波器。算法、电路和系统为可靠的动态心电监测提供了平台。
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