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
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;
Conference_Titel :
Computers in Cardiology, 2009
Conference_Location :
Park City, UT
Print_ISBN :
978-1-4244-7281-9
Electronic_ISBN :
0276-6547