Blood oxygen estimation from compressively sensed photoplethysmograph

P. Baheti, H. Garudadri, Somdeb Majumdar
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引用次数: 4

Abstract

In this work, we consider low power, wearable pulse oximeter sensors for ambulatory, remote vital signs monitoring applications. It is extremely important for such sensors to maintain clinical accuracy and yet provide power savings to enable non-intrusive, long lasting sensors. Our contributions in this work include sub-Nyquist, random sampling of evanescent red and infra red (IR) photoplethysmograph (PPG) signals in real time under the Compressed Sensing (CS) paradigm. We describe the real time platform and demonstrate that the SpO2 accuracy is not compromised due to aliasing of ambient light artifacts, even when average number of measurements is much below that of Nyquist rate. We briefly discuss the various modules contributing to overall power consumption of a wireless pulse oximeter sensor and show that 10x reductions in LED power and radio power are possible, without sacrificing the SpO2 accuracy.
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用压感光容积描记仪估计血氧
在这项工作中,我们考虑将低功耗、可穿戴式脉搏血氧计传感器用于动态、远程生命体征监测应用。对于这些传感器来说,保持临床准确性,并提供节能以实现非侵入性,持久耐用的传感器是非常重要的。我们在这项工作中的贡献包括在压缩感知(CS)范式下对瞬时红色和红外(IR)光体积脉搏图(PPG)信号进行亚奈奎斯特随机采样。我们描述了实时平台,并证明即使平均测量次数远低于奈奎斯特速率,SpO2精度也不会因环境光伪像的混叠而受到损害。我们简要讨论了影响无线脉搏血氧计传感器总功耗的各种模块,并表明在不牺牲SpO2精度的情况下,可以将LED功率和无线电功率降低10倍。
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