Literature DB >> 22256181

Adaptive comb filtering for motion artifact reduction from PPG with a structure of adaptive lattice IIR notch filter.

Boreom Lee1, Youngwook Kee, Jonghee Han, Won Jin Yi.   

Abstract

Photoplethysmographic (PPG) signal can provide important information about cardiovascular and respiratory conditions of individuals in a hospital or daily life. However, PPG can be distorted by motion artifacts significantly. Therefore, the reduction of the effects of motion artifacts is very important procedure for monitoring cardio-respiratory system by PPG. There have been many adaptive techniques to reduce motion artifacts from PPG signal including normalized least mean squares (NLMS) method, recursive least squares (RLS) filter, and Kalman filter. In the present study, we propose the adaptive comb filter (ACF) for reducing the effects of motion artifacts from PPG signal. ACF with adaptive lattice infinite impulse response (IIR) notch filter (ALNF) successfully reduced the motion artifacts from the quasi-periodic PPG signal.

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Year:  2011        PMID: 22256181     DOI: 10.1109/IEMBS.2011.6091957

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


  1 in total

1.  Blockwise PPG Enhancement Based on Time-Variant Zero-Phase Harmonic Notch Filtering.

Authors:  Chanki Park; Hyunsoon Shin; Boreom Lee
Journal:  Sensors (Basel)       Date:  2017-04-14       Impact factor: 3.576

  1 in total

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