• DocumentCode
    333484
  • Title

    Extraction of underlying genuine heart rate variability using adaptive signal canceling algorithm

  • Author

    Yana, Kazuo ; Mizuta, Hirohisa ; Tsuda, Osamu ; Kikuchi, Yoshiyuki

  • Author_Institution
    Dept. of Electron. Inf., Hosei Univ., Tokyo, Japan
  • fYear
    1998
  • fDate
    29 Oct-1 Nov 1998
  • Firstpage
    283
  • Abstract
    This paper proposes a method for extracting underlying genuine heart rate fluctuations, separating them from distinct respiratory and blood pressure originating fluctuations. Heart rate fluctuations, instantaneous lung volume and blood pressure changes are simultaneously recorded from nine normal subjects aged from 20-24 years old. A signal cancellation scheme together with the adaptive RLS algorithm has been applied to the data to cancel respiration and blood pressure originated changes in the heart rate variability. It was shown that after cancellation, the power spectrum represented a consistent monotonic 1/f a type pattern, removing uncertain large individual variations, which enables a clear interpretation of heart rate variability
  • Keywords
    adaptive signal processing; blood pressure measurement; cardiology; medical signal processing; pneumodynamics; volume measurement; 20 to 24 y; adaptive RLS algorithm; adaptive signal canceling algorithm; blood pressure changes; blood pressure originating fluctuations; instantaneous lung volume; power spectrum; signal cancellation scheme; uncertain large individual variations; underlying genuine heart rate variability extraction; Biomedical monitoring; Blood pressure; Finite impulse response filter; Fluctuations; Frequency; Heart rate; Heart rate variability; Lungs; Noise shaping; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
  • Conference_Location
    Hong Kong
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5164-9
  • Type

    conf

  • DOI
    10.1109/IEMBS.1998.745897
  • Filename
    745897