Foo J Y A, Wilson S J, Williams G R, Harris M, Cooper D M
School of Information Technology and Electrical Engineering, University of Queensland, St Lucia, Australia.
Australas Phys Eng Sci Med. 2004 Dec;27(4):165-73. doi: 10.1007/BF03178645.
Motion artefact is a common occurrence that contaminates photoplethysmographic (PPG) measurements. To extract timing information from signals during artefact is challenging. PPG signal is very sensitive to artefacts and can be used in applications like, pulse transit time (PTT) as part of the polysomnographic studies. A correlation cancellation or signal processing approach is implemented with the adaptive cancelling filter concept and a triaxial accelerometry. PPG signals obtained from a Masimo (Reference) pulse oximeter is used as reference to compare with the reconstructed PPG signals. Different hands are used for each PPG source, one stationary while the other involves typical movements during sleep. A second Masimo pulse oximeter is used to register intensity of timing errors on commercial PPG signals. 108 PTT measurements are recorded in three different movements with PTT estimates from unprocessed PPG signals showing 35.51+/-27.42%, Masimo 50.02+/-29.40% and reconstructed 4.32+/-3.59% difference against those from the Reference PPG. The triaxial accelerometry can be used to detect the presence of artefact on PPG signals. This is useful in PTT measurements when signal contaminated with artefacts are required for further analysis, especially after and during arousals in sleep. The suggested filtering model can then reconstruct these corrupted PPG signals.
运动伪影是一种常见现象,会干扰光电容积脉搏波描记法(PPG)测量。在存在伪影的情况下从信号中提取时间信息具有挑战性。PPG信号对伪影非常敏感,可用于诸如作为多导睡眠图研究一部分的脉搏传输时间(PTT)等应用中。采用自适应抵消滤波器概念和三轴加速度计实现了相关抵消或信号处理方法。将从Masimo(参考)脉搏血氧仪获得的PPG信号用作参考,与重建的PPG信号进行比较。每个PPG源使用不同的手部,一只手静止,另一只手在睡眠期间进行典型运动。使用第二个Masimo脉搏血氧仪记录商业PPG信号上时间误差的强度。记录了三种不同运动中的108次PTT测量,未处理的PPG信号的PTT估计值与参考PPG的PTT估计值相比,差异分别为35.51±27.42%、Masimo为50.02±29.40%、重建后为4.32±3.59%。三轴加速度计可用于检测PPG信号上伪影的存在。当需要对受伪影污染的信号进行进一步分析时,尤其是在睡眠唤醒后和唤醒期间,这在PTT测量中很有用。然后,建议的滤波模型可以重建这些受损的PPG信号。