• DocumentCode
    591215
  • Title

    Effect of posture on the cardiorespiratory system using canonical correlation analysis

  • Author

    Joosen, P. ; Aerts, Wim ; Varon, Carolina ; Widjaja, Devy ; Vandeput, S. ; Aubert, A.E. ; Van Huffel, Sabine

  • Author_Institution
    Dept. of Electr. Eng., KU Leuven, Leuven, Belgium
  • fYear
    2012
  • fDate
    9-12 Sept. 2012
  • Firstpage
    269
  • Lastpage
    272
  • Abstract
    This research investigates the influence of body posture on cardiorespiratory regulation using canonical correlation analysis (CCA). Electrocardiogram (ECG) and blood pressure (BP) were recorded on 6 subjects in supine, sitting and standing position during 8 periods of 120 s. For each period, the tachogram, the systogram, the diastogram and an ECG-derived respiratory (EDR) signal were computed. CCA was applied to investigate the influence of the systogram, diastogram and respiration on the tachogram. The results show that a large amount of the variance in the tachogram can be explained by the influence of the sys-togram, diastogram and respiration (EDR) in standing position with respect to the other postures. It also shows an increased linear relationship between systolic BP and HR in standing position than in other postures. This relationship was in all cases positive, indicating that an increase in systolic BP results in a lower HR. Stronger linear RSA effects are present in sitting against supine position.
  • Keywords
    blood; electrocardiography; medical signal processing; pneumodynamics; ECG-derived respiratory signal; blood pressure; body posture effect; canonical correlation analysis; cardiorespiratory regulation; cardiorespiratory system; diastogram; electrocardiogram; sitting position; standing position; supine position; systogram; tachogram; time 120 s; Correlation; Electrocardiography; Heart rate variability; Loading; Market research; Redundancy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing in Cardiology (CinC), 2012
  • Conference_Location
    Krakow
  • ISSN
    2325-8861
  • Print_ISBN
    978-1-4673-2076-4
  • Type

    conf

  • Filename
    6420382