Title :
Nonlinear chaotic dynamics of mean arterial pressure after carotid baroreceptor isolation
Author :
Lovell, Nigel ; Henry, Bruce ; Avolio, Albert ; Celler, Branko ; Carlson, Drew ; Brunner, Martha
Author_Institution :
Graduate Sch. of Biomed. Eng., New South Wales Univ., Kensington, NSW, Australia
Abstract :
The relationships between the carotid baroreflex and the nonlinear chaotic dynamics of short-term arterial blood pressure control was investigated. Studies in conscious dogs with their baroreceptors either intact (control group: n=7) or surgically isolated (intervention group: n=7), demonstrated deterministic chaotic behavior in mean arterial blood pressure. To assess nonlinear dynamical behavior, we constructed phase-space trajectories from the time series data. The correlation dimension of the reconstructed trajectories was measured using the Grassberger-Procaccia algorithm. A significant increase (P<0.01) in the correlation dimension was measurable between the control (3.46±0.38) and intervention groups (4.59±0.23). Sensitive dependence on initial conditions as determined by the largest Lyapunov exponents, revealed a significant (P<0.01) decrease in the intervention group (0.261±0.03) when compared with the control group (0.40±0.04). Surrogate data analysis involving the removal of essential nonlinear characteristics from the original data using phase randomisation, revealed that the correlation dimension did not converge over the range of embedding dimensions possible, and that the nonlinear forecasting ability decreased
Keywords :
Lyapunov methods; biocontrol; cardiovascular system; chaos; haemodynamics; nonlinear dynamical systems; phase space methods; time series; Grassberger-Procaccia algorithm; Lyapunov exponents; carotid baroreceptor isolation; carotid baroreflex; conscious dogs; correlation dimension; deterministic chaotic behavior; mean arterial pressure; nonlinear chaotic dynamics; nonlinear forecasting ability; phase randomisation; phase-space trajectories; short-term arterial blood pressure control; time series data; Arterial blood pressure; Arteries; Baroreflex; Biomedical measurements; Blood pressure; Chaos; Dogs; Pressure control; Pressure measurement; Surgery;
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-4262-3
DOI :
10.1109/IEMBS.1997.758741