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A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements

机译:物理活性效果对光电读数心率测量的影响研究

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摘要

Heart rate (HR) as an important physiological indicator could properly describe global subject’s physical status. Photoplethysmographic (PPG) sensors are catching on in field of wearable sensors, combining the advantages in costs, weight and size. Nevertheless, accuracy in HR readings is unreliable specifically during physical activity. Among several identified sources that affect PPG recording, contact pressure (CP) between the PPG sensor and skin greatly influences the signals. Methods: In this study, the accuracy of HR measurements of a PPG sensor at different CP was investigated when compared with a commercial ECG-based chest strap used as a test control, with the aim of determining the optimal CP to produce a reliable signal during physical activity. Seventeen subjects were enrolled for the study to perform a physical activity at three different rates repeated at three different contact pressures of the PPG-based wristband. Results: The results show that the CP of 54 mmHg provides the most accurate outcome with a Pearson correlation coefficient ranging from 0.81 to 0.95 and a mean average percentage error ranging from 3.8% to 2.4%, based on the physical activity rate. Conclusion: Authors found that changes in the CP have greater effects on PPG-HR signal quality than those deriving from the intensity of the physical activity and specifically, the individual best CP for each subject provided reliable HR measurements even for a high intensity of physical exercise with a Bland–Altman plot within ±11 bpm. Although future studies on a larger cohort of subjects are still needed, this study could contribute a profitable indication to enhance accuracy of PPG-based wearable devices.
机译:心率(HR)作为一个重要的生理指标可以正确描述全球受试者的身体状况。 PhotoPlethysmographic(PPG)传感器在可穿戴传感器领域捕获,将优势与成本,重量和尺寸相结合。然而,在物理活动期间,人力资源读数的准确性是不可靠的。在影响PPG记录的若干识别的源中,PPG传感器和皮肤之间的接触压力(CP)极大地影响信号。方法:在该研究中,与用作测试控制的商业ECG系列胸带相比,研究了不同CP处的PPG传感器的HR测量的准确性,目的是确定最佳CP以期间产生可靠的信号体力活动。注册了十七个受试者,用于研究,以三种不同的速率在基于PPG的腕带的三种不同接触压力下重复的三种不同速率进行体力活动。结果表明,54 mmHg的CP提供了最精确的结果,该结果提供了0.81至0.95的Pearson相关系数,平均百分比范围为3.8%,范围为3.8%至2.4%,基于身体活动率。结论:作者发现CP的变化对PPG-HR信号质量有更多的影响,而不是从物理活动的强度获得的,具体地,对于每个受试者的个性最佳CP即使对于高强度的体育锻炼提供了可靠的HR测量在±11 bpm以内的Bland-Altman绘图。尽管仍然需要对更大的受试者队列的未来研究,但该研究可能有助于提高基于PPG的可穿戴设备的准确性的盈利指示。

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