Wavelet-based analysis of human blood-flow dynamics

被引:211
作者
Bracic, M [1 ]
Stefanovska, A [1 ]
机构
[1] Univ Ljubljana, Fac Elect Engn, Lab Nonlinear Dynam & Synerget, Ljubljana, Slovenia
关键词
D O I
10.1006/bulm.1998.0047
中图分类号
Q [生物科学];
学科分类号
07 [理学]; 0710 [生物学]; 09 [农学];
摘要
To analyze signals measured from human blood flow in the time-frequency domain, we used the wavelet transform which gives good time resolution for high-frequency components and good frequency resolution for low-frequency components. Five characteristic frequency peaks, corresponding to five almost periodic rhythmic activities, were found on the time scale of minutes. These oscillations were characterized by time and spatial invariant measures. The potential of this approach in studying the blood-flow dynamics was illustrated by revealing differences between the groups of control subjects and athletes. (C) 1998 Society for Mathematical Biology.
引用
收藏
页码:919 / 935
页数:17
相关论文
共 19 条
[1]
POWER SPECTRUM ANALYSIS OF HEART-RATE FLUCTUATION - A QUANTITATIVE PROBE OF BEAT-TO-BEAT CARDIOVASCULAR CONTROL [J].
AKSELROD, S ;
GORDON, D ;
UBEL, FA ;
SHANNON, DC ;
BARGER, AC ;
COHEN, RJ .
SCIENCE, 1981, 213 (4504) :220-222
[2]
[Anonymous], 1993, Ten Lectures of Wavelets
[3]
Nonlinear dynamics of the blood flow studied by Lyapunov exponents [J].
Bracic, M ;
Stefanovska, A .
BULLETIN OF MATHEMATICAL BIOLOGY, 1998, 60 (03) :417-433
[4]
BRACIC M, 1998, IN PRESS OPEN SYST I
[5]
DIRENZO M, 1995, COMPUTER ANAL CARDIO
[6]
FOURIER JBJ, 1888, OEUVRES FOURIER
[7]
Gabor D., 1946, Journal of the Institution of Electrical Engineers-Part III: Radio and Communication Engineering, V93, P429, DOI DOI 10.1049/JI-3-2.1946.0074
[8]
DECOMPOSITION OF HARDY FUNCTIONS INTO SQUARE INTEGRABLE WAVELETS OF CONSTANT SHAPE [J].
GROSSMANN, A ;
MORLET, J .
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 1984, 15 (04) :723-736
[9]
SPONTANEOUS RHYTHMS IN PHYSIOLOGICAL CONTROL SYSTEMS [J].
HYNDMAN, BW ;
KITNEY, RI ;
SAYERS, BM .
NATURE, 1971, 233 (5318) :339-&
[10]
JONSON PC, 1991, NIPS, V6, P41