DocumentCode
2945343
Title
Time-varying spectral analysis for comparison of HRV and PPG variability during tilt table test
Author
Gil, Eduardo ; Orini, Michele ; Bailón, Raquel ; Vergara, José María ; Mainardi, Luca ; Laguna, Pablo
Author_Institution
Commun. Technol. Group, Univ. of Zaragoza, Zaragoza, Spain
fYear
2010
fDate
Aug. 31 2010-Sept. 4 2010
Firstpage
3579
Lastpage
3582
Abstract
In this work we assessed the possibility of using the pulse rate variability (PRV) extracted from photoplethysmography signal as an alternative measurement of the HRV signal in non-stationary conditions. The study is based on the analysis of the changes observed during tilt table test in the heart rate modulation of 17 young subjects. Time-varying spectral properties of both signals were compared by time-frequency (TF) and TF coherence analysis. In addition, the effect of replacing PRV with HRV in the assessment of the changes of the autonomic modulation of the heart rate was considered. Time-frequency analysis revealed that: the TF spectra of both signals were highly correlated (0.99 ± 0.01); the difference between the instantaneous power, in LF and HF bands, obtained from HRV and PRV was small (<;;10-3 s-2) and their temporal patterns were highly correlated (0.98±0.04 and 0.95±0.06 in LF and HF bands respectively); TF coherence in LF and HF bands was high (0.97±0.04 and 0.89±0.08, respectively). Finally, the instantaneous power in LF band was observed to significantly increase during head-up tilt by both HRV and PRV analysis. These results suggest that, although some small differences in the time-varying spectral indices extracted from HRV and PRV exist, mainly in the HF band associated with respiration, PRV could be used as an acceptable surrogate of HRV during nonstationary conditions, at least during tilt table test.
Keywords
biomedical optical imaging; cardiology; medical signal processing; plethysmography; spectral analysis; time-frequency analysis; HRV signal measurement; HRV temporal pattern; HRV variability; PPG variability; PRV temporal pattern; heart rate autonomic modulation; photoplethysmography signal; pulse rate variability; tilt table test; time varying spectral analysis; time-frequency analysis; time-frequency coherence analysis; Coherence; Correlation; Hafnium; Heart rate variability; Modulation; Adult; Algorithms; Diagnosis, Computer-Assisted; Electrocardiography; Female; Heart Rate; Humans; Male; Photoplethysmography; Reproducibility of Results; Sensitivity and Specificity; Tilt-Table Test;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location
Buenos Aires
ISSN
1557-170X
Print_ISBN
978-1-4244-4123-5
Type
conf
DOI
10.1109/IEMBS.2010.5627476
Filename
5627476
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