• DocumentCode
    463362
  • Title

    A Biologically Motivated Phase-Offset to the Piecewise-Linear Model of Instantaneous Heart-Rate Interpolation

  • Author

    Potter, M. ; Kinsner, W.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man.
  • Volume
    1
  • fYear
    2006
  • fDate
    17-19 July 2006
  • Firstpage
    218
  • Lastpage
    225
  • Abstract
    This paper formalizes the general theory of instantaneous heart-rate (IHR) interpolation from electrocardiogram RR-intervals. This paper also introduces a novel extension to the current basic piecewise-linear interpolation method which allows the discontinuity of the IHR interpolation to be offset from the R-wave. Thus an entire heart cycle can be modelled with a constant IHR. This phase-offset piecewise-linear IHR interpolation model is derived from the general theory of IHR interpolation and results are demonstrated on some true recorded RR-sequences. Recursive and batch matrix forms are derived. Stable solutions can be found for any offset not equal to n radians, though the IHR calculated with a nonzero offset has a significant change to the HRV statistics. Applications of this method to the synthesis of ECG with natural heart-rate variability are also discussed
  • Keywords
    electrocardiography; interpolation; medical signal processing; ECG; R-wave; RR-sequences; batch matrix form; biologically motivated phase-offset; electrocardiogram RR-intervals; heart cycle; heart-rate variability; instantaneous heart-rate interpolation; piecewise-linear interpolation; piecewise-linear model; recursive matrix form; Biological system modeling; Biomedical measurements; Cognitive informatics; Electrocardiography; Heart rate variability; Interpolation; Piecewise linear techniques; Signal processing; Time measurement; Timing; ECG; HRV; IHR; RR-interval; electrocardiogram; heart-rate variability; instantaneous heart-rate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics, 2006. ICCI 2006. 5th IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    1-4244-0475-4
  • Type

    conf

  • DOI
    10.1109/COGINF.2006.365700
  • Filename
    4216415