Title :
Averaged modeling of the cardiovascular system
Author :
Codrean, Alexandru ; Dragomir, Toma-Leonida
Author_Institution :
Dept. of Autom. & Appl. Inf., “Politeh.” Univ. of Timisoara, Timisoara, Romania
Abstract :
In approximating nonlinear systems, averaging theory provides very useful tools, especially for periodic/quasi-periodic systems. In the case of complex dynamical systems (e.g. biological systems), such an approach leads to consistent simplifications of the encountered mathematical models. The current paper addresses the problem of deriving a simple averaged model of the cardiovascular system, which is shown to be part of the class of pulse-frequency modulated switched systems. Because conventional averaging methods lead to frequency independent averaged models, the paper proposes a weighted averaging approach, which leads to a frequency dependent averaged model (simpler than the original one).
Keywords :
cardiovascular system; modelling; cardiovascular system averaged modeling; complex dynamical systems; frequency dependent averaged model; pulse-frequency modulated switched systems; weighted averaging approach; Approximation methods; Cardiovascular system; Frequency modulation; Mathematical model; Physiology; Switched systems; Switches;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6760186