• DocumentCode
    2505149
  • Title

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

  • Author

    Lee, Boreom ; Kee, Youngwook ; Han, Jonghee ; Yi, Won Jin

  • Author_Institution
    Grad.-program of Med. Syst. Eng. (GMSE), Gwangju Inst. of Sci. & Technol. (GIST), Gwangju, South Korea
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    7937
  • Lastpage
    7940
  • 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.
  • Keywords
    IIR filters; Kalman filters; adaptive filters; comb filters; least mean squares methods; medical signal processing; notch filters; photoplethysmography; recursive estimation; Kalman filter; adaptive comb filtering; adaptive lattice IIR notch filter; cardiorespiratory system; infinite impulse response; motion artifact reduction; normalized least mean squares; photoplethysmographic signal; recursive least squares filter; Adaptive filters; Band pass filters; Filtering algorithms; Frequency estimation; IIR filters; Lattices; Power harmonic filters; Algorithms; Artifacts; Computer Simulation; Humans; Motion; Photoplethysmography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091957
  • Filename
    6091957