DocumentCode
3395355
Title
Multivariate autoregressive spectral analysis: heart rate baroreflex and respiratory influence under administration of atropine and propranolol
Author
Barbieri, Riccardo ; Virgilio, Valerio Di ; Triedman, John K. ; Bianchi, Anna M. ; Cerutti, Sergio ; Saul, J. Philip
Author_Institution
Dept. of Cardiology, Harvard Med. Sch., Boston, MA, USA
Volume
2
fYear
1995
fDate
20-23 Sep 1995
Firstpage
947
Abstract
In this study the authors introduce a trivariate autoregressive (AR) algorithm based on a model that takes into account, at the same time, all the possible interactions among heart rate (HR), arterial blood pressure (ABP), and instantaneous lung volume (ILV). Signals were acquired in 14 subjects during a tilting protocol with a random interval breathing technique and administration of atropine and propranolol. A bivariate AR algorithm was used to identify the typical HR and ABP spectral parameters of LF and HF power, and the LF/HF ratio. The cross-parameters obtained by the bivariate technique were then compared with results obtained using the trivariate model. As expected, differences were found in the comparison of the gain values. However, gain parameters were found to be good markers of autonomic activity in both techniques
Keywords
blood pressure measurement; cardiology; medical signal processing; pneumodynamics; spectral analysis; arterial blood pressure; atropine; autonomic activity markers; bivariate AR algorithm; gain parameters; heart rate; heart rate baroreflex; instantaneous lung volume; multivariate autoregressive spectral analysis; propranolol; random interval breathing technique; respiratory influence; spectral parameters; tilting protocol; trivariate autoregressive algorithm; Baroreflex; Biomedical engineering; Cardiology; Equations; Frequency conversion; Hafnium; Heart rate; Pediatrics; Protocols; Spectral analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1995., IEEE 17th Annual Conference
Conference_Location
Montreal, Que.
Print_ISBN
0-7803-2475-7
Type
conf
DOI
10.1109/IEMBS.1995.579374
Filename
579374
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