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手腕处光电容积脉搏波信号质量的决定因素。

Determinants of photoplethysmography signal quality at the wrist.

作者信息

Charlton Peter H, Marozas Vaidotas, Mejía-Mejía Elisa, Kyriacou Panicos A, Mant Jonathan

机构信息

Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom.

Research Centre for Biomedical Engineering, City, University of London, London, United Kingdom.

出版信息

PLOS Digit Health. 2025 Jun 27;4(6):e0000585. doi: 10.1371/journal.pdig.0000585. eCollection 2025 Jun.

Abstract

Wrist photoplethysmogram (PPG) signals are widely used for physiological monitoring in consumer devices. However, the PPG is highly susceptible to noise, which can reduce the accuracy of monitored parameters. The aim of this study was to identify factors which influence PPG signal quality. Data from the Aurora-BP dataset were used, consisting of reflectance wrist PPG signals measured from 1,142 subjects of varying ages and health statuses. Measurements were acquired in supine, sitting, and standing postures, and with the sensor held at different heights. Three signal quality metrics were calculated: the signal-to-noise ratio (SNR), the perfusion index (PI), and the template-matching correlation coefficient (TMCC). When comparing between postures with the sensor held at a natural height, quality was greatest in the supine position (SNR: 18.6 dB), followed by sitting with the arm resting in the lap (13.7 dB), and lowest whilst standing with the arm hanging alongside (9.0 dB) (p < 0.001). Signal quality increased as the arm was raised to heart height: whilst sitting, quality was lowest with the arm alongside the body (10.5 dB), and increased when the sensor was held in the lap (13.7 dB) and at heart height (15.5 dB) (p < 0.001). Similar trends were observed for the TMCC and PI. Findings were mixed for the influence of participant characteristics on signal quality. The SNR and TMCC, but not the PI, increased with age. The SNR either decreased or remained constant at darker skin tones when controlling for PPG DC amplitude, compared to constant or increased when allowing DC amplitude to vary. In conclusion, this study identified the impacts of posture and sensor height on signal quality, with highest qualities observed in the supine posture and with the sensor at heart height. It also highlights the importance of adjusting LED light intensity to maintain signal quality across skin tones.

摘要

手腕光电容积脉搏波描记图(PPG)信号在消费设备的生理监测中被广泛应用。然而,PPG极易受到噪声影响,这会降低监测参数的准确性。本研究的目的是确定影响PPG信号质量的因素。使用了来自Aurora - BP数据集的数据,该数据集由从1142名年龄和健康状况各异的受试者测量得到的反射式手腕PPG信号组成。测量是在仰卧、坐姿和站姿下进行的,并且传感器保持在不同高度。计算了三个信号质量指标:信噪比(SNR)、灌注指数(PI)和模板匹配相关系数(TMCC)。当将传感器保持在自然高度并比较不同姿势时,仰卧位的信号质量最佳(SNR:18.6 dB),其次是手臂放在腿上的坐姿(13.7 dB),而手臂垂在身体一侧站立时信号质量最低(9.0 dB)(p < 0.001)。当手臂抬高至心脏高度时,信号质量提高:坐姿时,手臂放在身体一侧时信号质量最低(10.5 dB),当传感器放在腿上(13.7 dB)和心脏高度(15.5 dB)时信号质量增加(p < 0.001)。TMCC和PI也观察到了类似趋势。关于参与者特征对信号质量的影响,结果好坏参半。SNR和TMCC随年龄增加而增加,但PI并非如此。在控制PPG直流幅度时,与允许直流幅度变化时相比,肤色较深时SNR要么降低要么保持不变。总之,本研究确定了姿势和传感器高度对信号质量的影响,仰卧姿势且传感器位于心脏高度时信号质量最高。它还强调了调整LED光强度以在不同肤色下保持信号质量的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc92/12204546/ab331a60d94a/pdig.0000585.g001.jpg

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