A personalized on-line calibration for photoplethysmograph based wrist wearable sensor

Nasimuddin Ahmed, A. Chowdhury, A. Sinharay, Shalini Mukhopadhyay, Avik Ghose, T. Chakravarty
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引用次数: 5

Abstract

Heart rate estimation from the wrist-based photo-plethysmography sensor possesses a great challenge due to its poor signal quality. The potential problems are categorized as the different optical response of diverse skin tone, inconsistency in sensor placement and off line sensor calibration. In this paper, we propose a system which attempts at personalizing the wrist PPG sensor calibration with a joint objective of maximizing signal quality and minimizing energy consumption. Preliminary assessment demonstrates the feasibility of our proposed design and implies the plausible solution to be employed in the real field.
基于光电容积脉搏波计的腕式可穿戴传感器的个性化在线校准
基于腕部的光电容积脉搏波传感器由于信号质量差,对心率的估计具有很大的挑战。潜在的问题包括不同肤色的不同光学响应、传感器放置不一致和离线传感器校准。在本文中,我们提出了一个尝试个性化手腕PPG传感器校准的系统,其共同目标是最大化信号质量和最小化能量消耗。初步评估证明了我们提出的设计的可行性,并暗示了在实际领域中采用的合理解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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