Motion artefact reduction of the photoplethysmographic signal in pulse transit time measurement
Authors:
- 1 December 2004
- journal article
- research article
- Published by Springer Nature in Australasian Physics & Engineering Sciences in Medicine
- Vol. 27 (4) , 165-173
Abstract
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.Keywords
This publication has 13 references indexed in Scilit:
- Validation of the RT3 Triaxial Accelerometer for the Assessment of Physical ActivityMedicine & Science in Sports & Exercise, 2004
- The use of accelerometry to detect heel contact events for use as a sensor in FES assisted walkingMedical Engineering & Physics, 2003
- Lattice form adaptive infinite impulse response filtering algorithm for active noise controlThe Journal of the Acoustical Society of America, 2003
- Comparison of Two Questionnaires with a Tri-Axial Accelerometer to Assess Physical Activity PatternsInternational Journal of Sports Medicine, 2001
- The Use of Uniaxial and Triaxial Accelerometers to Measure Children’s “Free-Play” Physical ActivityPediatric Exercise Science, 2000
- Analysis and decomposition of signals obtained by thigh-fixed uni-axial accelerometry during normal walkingMedical & Biological Engineering & Computing, 2000
- Pulse transit time: an appraisal of potential clinical applicationsThorax, 1999
- Differentiating Obstructive and Central Sleep Respiratory Events through Pulse Transit TimeAmerican Journal of Respiratory and Critical Care Medicine, 1998
- Artifact reduction in photoplethysmographyApplied Optics, 1998
- Value of beat-to-beat blood pressure changes, detected by pulse transit time, in the management of the obstructive sleep apnoea/hypopnoea syndromeEuropean Respiratory Journal, 1998