Title :
A new method to estimate the instantaneous frequency and bandwidth of cardiovascular time series
Author :
van Steenis, H.G. ; Martens, W. L J ; Tulen, J.H.M.
Author_Institution :
Dept. of Psychiatry, Erasmus Med. Center Rotterdam, Netherlands
Abstract :
Describes a new method to quantify the time-varying spectral content of non-stationary cardiovascular time series by means of the instantaneous amplitude, frequency, and bandwidth. Though the described method is computational complex, it produces better estimates of the IF and, in particular, the LB than other algorithms using time-frequency distributions or direct methods (i.e. differentiating the phase of the analytical time series). In contrast to sequential spectral analysis of short time windows, the method presented may provide instantaneous information on the time-dependent changes in sympathetic and parasympathetic activity within the cardiovascular control system (CCS)
Keywords :
biocontrol; cardiovascular system; haemodynamics; medical signal processing; neurophysiology; physiological models; spectral analysis; time series; bandwidth; cardiovascular control system; instantaneous amplitude; instantaneous frequency; nonstationary cardiovascular time series; parasympathetic activity; sympathetic activity; time-dependent changes; time-varying spectral content; Algorithm design and analysis; Bandwidth; Cardiology; Control systems; Distributed computing; Frequency estimation; Phase estimation; Spectral analysis; Time frequency analysis; Time series analysis;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.804164