DocumentCode
2164229
Title
Coupled oscillators approach to identification of directionality in cardiorespiratory interaction
Author
Cimponeriu, L. ; Rosenblum, M. ; Patzak, A. ; Mrowka, R. ; Bezerianos, A.
Author_Institution
Dept. of Med. Phys., Patras Univ., Greece
Volume
2
fYear
2002
fDate
2002
Firstpage
1141
Abstract
A previously proposed method aimed to identify the directionality of interaction in weakly coupled oscillator systems is presented, tested on simulated data and applied to the problem of experimental detection of directionality of cardiorespiratory interaction in healthy newborns. The results reveal that the direction of coupling between the cardiovascular system and respiratory system varies with age within the first six months of life. We find a tendency to change from nearly symmetric bi-directional interaction to nearly unidirectional one (from respiration to the heart rate). Stronger cardiorespiratory interaction appears to be mainly related to the driving effect of respiration on the heart rate. Moreover, the dependency of the directionality index on the respiratory frequency indicates the possible existence of distinct regimes of interaction.
Keywords
electrocardiography; electroencephalography; identification; medical signal processing; oscillators; pneumodynamics; cardiovascular system; directionality identification; directionality index; experimental directionality detection; healthy newborns; heart rate; respiration; respiratory frequency; respiratory system; simulated data; symmetric bi-directional interaction; weakly coupled oscillator systems; Bidirectional control; Cardiology; Heart rate; Limit-cycles; Oscillators; Pediatrics; Physics; Physiology; Respiratory system; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN
0-7803-7503-3
Type
conf
DOI
10.1109/ICDSP.2002.1028294
Filename
1028294
Link To Document