Interdisciplinary Program in Bioengineering, Seoul National University, Seoul 110-799, Korea.
Department of Biomedical Engineering, Seoul National University College of Medicine, Seoul 110-799, Korea.
Sensors (Basel). 2018 Sep 26;18(10):3239. doi: 10.3390/s18103239.
Photoplethysmography (PPG) of the foot sole could provide additional health-related information compared with traditional PPG of the finger or wrist. Previously, foot PPG required the procedural binding of a light-emitting diode (LED)-photodetector (PD) pair. We achieved PPG of the foot sole without binding any sensors to the foot while the participant stood in a natural standing position on the testing device. Foot PPG was performed using multiple LED-PD pairs to overcome motion artefacts caused by stabilization. We identified regions of the sole suitable for reliable sensor positioning with optimal LED-PD pairs on the basis of the estimated heart rate (HR) and signal quality index derived by dynamic time warping (wSQI). The first experiment included four participants with direct skin-to-sensor contact, and the results showed a mean HR estimation error of 0.01 beats/min and a wSQI of 0.909. The extended experiment with 53 participants, which involved including a gap between the skin and sensors to consider real-life applications, yielded a mean HR estimation error of 0.638 beats/min and a wSQI of 0.751. Based on the selection ratio of optimal LED-PD pairs, the best region of the sole for PPG was the midfoot, except the medial longitudinal arch. In conclusion, we confirmed that foot PPG using multiple LED-PD pairs is appropriate for HR evaluation and further applications.
足底光体积描记术(PPG)与传统的手指或手腕 PPG 相比,可以提供更多与健康相关的信息。 以前,足底 PPG 需要将发光二极管(LED)-光电探测器(PD)对进行程序性绑定。 我们实现了足底 PPG,无需将任何传感器绑定到脚上,而参与者则在测试设备上以自然站立的姿势站立。 使用多个 LED-PD 对进行足底 PPG 以克服由稳定化引起的运动伪影。 我们根据通过动态时间扭曲(wSQI)得出的估计心率(HR)和信号质量指数,确定了足底上适合可靠传感器定位的区域,以及最佳的 LED-PD 对。 第一项实验包括四名直接与传感器皮肤接触的参与者,结果表明平均 HR 估计误差为 0.01 次/分钟,wSQI 为 0.909。 第二项实验包括 53 名参与者,其中包括在皮肤和传感器之间留有间隙,以考虑实际应用,平均 HR 估计误差为 0.638 次/分钟,wSQI 为 0.751。 根据最佳 LED-PD 对的选择比例,足底 PPG 的最佳区域是中足,除了内侧纵弓。 总之,我们证实了使用多个 LED-PD 对的足底 PPG 适合 HR 评估和进一步的应用。