Artifacts mitigation in ambulatory ECG telemetry

H. Garudadri, P. Baheti, Somdeb Majumdar, Craig Lauer, F. Massé, J. van de Molengraft, J. Penders
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引用次数: 13

Abstract

In remote monitoring applications of vital signs including ECG, it is extremely important to ensure that the diagnostic integrity of the signals is not compromised due to the presence of sensing artifacts and channel errors. It is also important for the platform to be extremely power efficient in order to facilitate wearable sensors with user friendly form factors. We present a novel, low power application layer solution that is agnostic to wireless protocols and mitigates artifacts due to packet losses in Body Area Networks (BANs). In our previous work, we presented initial results based on this approach and demonstrated that greater than 99% beat detection accuracy can be achieved even at a packet loss rate as high as 20%. Our contributions in this work include validation of the above on a platform with an ultra low power wearable single lead ECG pendant. We present details of implementation and then extend the platform to mitigate ECG sensing artifacts including power line interference and baseline wandering. The proposed approach enables us to offload most of the complex processing from sensor nodes to the receiver node with better a battery budget, for improved sensor life. Finally, present a qualitative and quantitative assessment of the system.
动态心电遥测中的伪影缓解
在包括ECG在内的生命体征的远程监测应用中,确保信号的诊断完整性不因传感伪影和信道错误而受到损害是极其重要的。为了便于用户友好的外形,该平台的功耗效率也非常重要。我们提出了一种新颖的低功耗应用层解决方案,该解决方案与无线协议无关,并减轻了体域网络(ban)中由于数据包丢失而产生的工件。在我们之前的工作中,我们提出了基于这种方法的初步结果,并证明即使在丢包率高达20%的情况下,也可以实现超过99%的节拍检测精度。我们在这项工作中的贡献包括在具有超低功耗可穿戴单导联ECG挂件的平台上验证上述内容。我们介绍了实现的细节,然后扩展了平台,以减轻电力线干扰和基线漂移等心电传感伪影。所提出的方法使我们能够以更好的电池预算将大多数复杂处理从传感器节点卸载到接收节点,以提高传感器寿命。最后,对该系统进行了定性和定量评估。
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