Literature DB >> 26737695

Characterization and reduction of motion artifacts in photoplethysmographic signals from a wrist-worn device.

Alexandra-Maria Tăuţan, Alex Young, Eva Wentink, Fokko Wieringa.   

Abstract

Methods for analyzing various motion artifacts in photoplethysmography (PPG) signals, recorded by a wristworn device are reported. The analysis looks both at intrinsic PPG signal properties, through standard deviation, skew and kurtosis, but also at its relationship to five possible motion reference signals, through the correlation coefficient and mutual information. The investigated references include the X, Y, Z accelerometer axes, acceleration magnitude and a different wavelength PPG channel. The latter showed higher correlation to the input PPG signal during movement. A wavelet based motion artifact reduction algorithm is described. The algorithm improves the visibility of the heart rate (HR) components in the frequency domain representation of the signals.

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Year:  2015        PMID: 26737695     DOI: 10.1109/EMBC.2015.7319795

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  6 in total

1.  Evaluation of biases in remote photoplethysmography methods.

Authors:  Ananyananda Dasari; Sakthi Kumar Arul Prakash; László A Jeni; Conrad S Tucker
Journal:  NPJ Digit Med       Date:  2021-06-03

2.  Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network.

Authors:  Jan M Mühlen; Julie Stang; Esben Lykke Skovgaard; Pedro B Judice; Pablo Molina-Garcia; William Johnston; Luís B Sardinha; Francisco B Ortega; Brian Caulfield; Wilhelm Bloch; Sulin Cheng; Ulf Ekelund; Jan Christian Brønd; Anders Grøntved; Moritz Schumann
Journal:  Br J Sports Med       Date:  2021-01-04       Impact factor: 13.800

3.  SVM-Based Spectral Analysis for Heart Rate from Multi-Channel WPPG Sensor Signals.

Authors:  Jiping Xiong; Lisang Cai; Fei Wang; Xiaowei He
Journal:  Sensors (Basel)       Date:  2017-03-03       Impact factor: 3.576

4.  Motion Artifact Reduction for Wrist-Worn Photoplethysmograph Sensors Based on Different Wavelengths.

Authors:  Yifan Zhang; Shuang Song; Rik Vullings; Dwaipayan Biswas; Neide Simões-Capela; Nick van Helleputte; Chris van Hoof; Willemijn Groenendaal
Journal:  Sensors (Basel)       Date:  2019-02-07       Impact factor: 3.576

5.  Investigation of Photoplethysmography Behind the Ear for Pulse Oximetry in Hypoxic Conditions with a Novel Device (SPYDR).

Authors:  Brian Bradke; Bradford Everman
Journal:  Biosensors (Basel)       Date:  2020-04-04

6.  Investigating sources of inaccuracy in wearable optical heart rate sensors.

Authors:  Brinnae Bent; Benjamin A Goldstein; Warren A Kibbe; Jessilyn P Dunn
Journal:  NPJ Digit Med       Date:  2020-02-10
  6 in total

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