Title :
Synchronisation analysis of heart period variability signal based on corrected conditional entropy
Author :
Porta, A. ; Baselli, G. ; Guzzetti, S. ; Magatelli, R. ; Montano, N. ; Cogliati, C. ; Malliani, A. ; Cerutti, S.
Author_Institution :
Dipt. di Bioingegneria, Politecnico di Milano, Italy
Abstract :
Regularity and synchronisation between different rhythms mainly at low (LF) and high frequency (HF) is evaluated in heart rate variability through conditional entropy (CE). CE quantifies the degree of information left after regular patterns have been removed. In short (about 300 points) data sequences CE is evaluated with a correction which considers as random the patterns that appear only one time and would otherwise be considered as regular. The minimum of the corrected CE (CCE) with increasing pattern length is chosen as the most reliable CE estimate. Beat-to-beat heart period series were analysed in 8 normal subjects at rest (R), head up tilt (T) and controlled respiration (CR). A significant decrease in CCE was found in T (0.9±0.052) compared to R (1.01±0.037); during CR, CCE displayed a slight and not significant increase (1.07±0.055). The enhanced LF activity present in T seems to have a greater regularising power than the periodical input provided by CR at HF
Keywords :
biocontrol; electrocardiography; entropy; medical signal processing; pneumodynamics; synchronisation; ECG recording; at rest; beat-to-beat heart period series; controlled respiration; corrected conditional entropy; data sequences; enhanced LF activity; head up tilt; heart period variability signal; high frequency; low frequency; normal subjects; pattern length; periodical input; regular patterns; regularising power; regularity; rhythms; synchronisation analysis; Cardiology; Entropy; Frequency estimation; Frequency synchronization; Heart; Pattern analysis; Probability distribution; Rhythm; Signal analysis; State-space methods;
Conference_Titel :
Computers in Cardiology 1997
Conference_Location :
Lund
Print_ISBN :
0-7803-4445-6
DOI :
10.1109/CIC.1997.647845