• DocumentCode
    2037528
  • Title

    Continuous quantification of spectral coherence using quadratic time-frequency distributions: Error analysis and application

  • Author

    Orini, M. ; Bailón, R. ; Mainardi, LT ; Mincholé, A. ; Laguna, P.

  • Author_Institution
    Aragon Inst. of Eng. Res., Univ. of Zaragoza, Zaragoza, Spain
  • fYear
    2009
  • fDate
    13-16 Sept. 2009
  • Firstpage
    681
  • Lastpage
    684
  • Abstract
    Quadratic time-frequency (TF) distributions have an excellent joint TF resolution, but their applicability is limited by the presence of interferences. In this communication, a methodology for robustly estimating TF coherence (TFC), based on signal-dependent smoothing of the Wigner Ville distribution, is shown to provide a reliable continuous quantification of cardiovascular interactions during non stationary conditions. Bias, standard deviation and tracking capability of the TFC estimator have been quantified in different physiological contexts. Linear coupling between HRV and SPV during tilting has been assessed. It is observed that orthostatic stress provokes a significant increase (p ¿0.02) of TFC in both LF and HF range.
  • Keywords
    cardiovascular system; error analysis; medical signal processing; time-frequency analysis; HRV; SPV; TFC estimator; Wigner Ville distribution signal-dependent smoothing; cardiovascular interactions; error analysis; heart rate variability; linear coupling; nonstationary conditions; physiology; quadratic time-frequency distributions; spectral coherence continuous quantification; systolic pressure variability; tilting; time-frequency coherence; Cardiology; Coherence; Context; Error analysis; Heart rate variability; Interference; Robustness; Signal resolution; Smoothing methods; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2009
  • Conference_Location
    Park City, UT
  • ISSN
    0276-6547
  • Print_ISBN
    978-1-4244-7281-9
  • Electronic_ISBN
    0276-6547
  • Type

    conf

  • Filename
    5445291