• DocumentCode
    2395230
  • Title

    Impedance cardiography filtering using scale fourier linear combiner based on RLS algorithm

  • Author

    Dromer, O. ; Alata, O. ; Bernard, O.

  • Author_Institution
    Dept. of Signal Images & Commun., Univ. of Poitiers, Chasseneuil-Futuroscope, France
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    6930
  • Lastpage
    6933
  • Abstract
    The Cardiac Output (CO) can be calculated from the thoracic cardio-impedance signal from several methods, and all of them are linked to the frequency information, information that is limited by the type of filtering used before. A methodology is proposed to evaluate the effect of the commonly used methods of filtering, and an improvement of the SFLC LMS-based algorithm by the use of RLS algorithm is also tested. Performances of algorithms are then evaluated considering different types of noise such as white noise or combination of sinusoidal noises to simulate the effect of respiration and body movements.
  • Keywords
    Fourier transforms; blood; filters; haemodynamics; haemorheology; medical signal processing; plethysmography; signal denoising; white noise; RLS algorithm; SFLC; body movement effects; cardiac output calculation; filtering methods; frequency information; impedance cardiography filtering; respiration effects; scale Fourier linear combiner; sinusoidal noise combinations; thoracic cardioimpedance signal; white noise; Algorithms; Biomedical Engineering; Cardiac Output; Cardiography, Impedance; Fourier Analysis; Humans;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5333634
  • Filename
    5333634