• DocumentCode
    2316475
  • Title

    Variations of HRV analysis in different approaches

  • Author

    Chang, F.C. ; Chang, C.K. ; Chiu, C.C. ; Hsu, S.F. ; Lin, Y.D.

  • Author_Institution
    Grad. Inst. of Electr. & Commun. Eng., Feng Chia Univ., Taichung
  • fYear
    2007
  • fDate
    Sept. 30 2007-Oct. 3 2007
  • Firstpage
    17
  • Lastpage
    20
  • Abstract
    The analysis of normal-to-normal (NN) intervals acquired from a continuous electrocardiogram (ECG) record is a standard method to evaluate the variations in heart rate. For the advantage of responding to the pumping action of the heart, photoplethysmography (PPG) has also been used extensively in the analysis of heart rate variability (HRV). However, there is little literature available on the variation between the HRV analysis derived from ECG and PPG. In the research described here, experiments of recording short-term (les 5 minutes) ECG and PPG signals simultaneously from healthy subjects (male, N=10) under control were carried out to investigate the possibility of such variation. Automatic computer analysis is provided for the analysis of correlation coefficient and the LF/HF ratio by autoregressive (AR) spectral analysis for evenly resampled sequences. The identical results are highly expected. However, the correlation coefficient between RRI (R-R interval from ECG) and PPI (peak-to-peak interval from PPG) is 0.86plusmn0.15, which should be unity for perfectly matched patterns. In additions, the relative LF/HF ratios are 2.49plusmn1.13 (for ECG) and 2.73plusmn0.82 (for PPG) respectively. Though there is no statistical difference, the worst likelihood ratio (LR) reaches the deviation of 19.04%. From the experimental results, it can be appreciated that there is indeed variation for HRV analysis in two different approaches even for healthy subjects under well-controlled conditions. For abnormal subjects in clinical applications, such variation may be expected to become more apparent. Though the variation is minor, it is suggested to obey the standard measure of HRV proposed by Task Force for consistent conclusions.
  • Keywords
    correlation methods; electrocardiography; medical signal processing; plethysmography; spectral analysis; ECG; HRV analysis; PPG; autoregressive spectral analysis; correlation coefficient; electrocardiogram; heart rate variability; normal-to-normal intervals; peak-to-peak interval; photoplethysmography; Automatic control; Electrocardiography; Force measurement; Hafnium; Heart rate; Heart rate variability; Neural networks; Pattern matching; Rail to rail inputs; Spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2007
  • Conference_Location
    Durham, NC
  • ISSN
    0276-6547
  • Print_ISBN
    978-1-4244-2533-4
  • Electronic_ISBN
    0276-6547
  • Type

    conf

  • DOI
    10.1109/CIC.2007.4745410
  • Filename
    4745410