运动伪影抑制在可穿戴监测解决方案中的挑战

O. Such, J. Muehlsteff
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引用次数: 25

摘要

运动伪影是大多数可穿戴健康监测设备实际实现中的主要限制。特别是在需要持续监控和高度特异性的应用程序中,运动伪影可能会使解决方案在现实世界的用例中变得不可行的。我们认为,决定可穿戴生物医学传感器系统成功与否的最重要的技术挑战是信号完整性。解释了减少伪影的主要可能性,并给出了一些历史和现代的例子,显示了这一主题的相关性。然而,仍然没有合适的工件模型存在,也没有一个通用的方法来处理这个问题。本文旨在引起人们的注意,需要在社区中达成共识,以客观地解决这一领域的问题,并提出实现这一目标的下一步措施。
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The Challenge of Motion Artifact Suppression in Wearable Monitoring Solutions
Motion artifact is a major limitation in most practical implementations of wearable health monitoring devices. Especially in applications requiring continuous monitoring and high specificity, motion artifact can render a solution infeasible in real world use cases. We believe that the single most important technical challenge that will decide the success of wearable biomedical sensor systems is signal integrity. Principle possibilities to reduce artifact are explained, and some historical and modern examples are given, showing the relevance of this subject. However, still no proper models for artifact exist, nor is there a generalized approach to deal with this problem. This paper intends to call to attention the need for a common understanding in the community for a method of addressing this area objectively, and proposes next steps toward this goal.
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