Title :
Modeling and simulation of the cardiovascular system for healthy subjects under physical stress
Author :
Abbass, M.A. ; ElSamahy, E. ; Genedy, A.
Author_Institution :
Biomed. Eng. Dept., Mil. Tech. Coll., Cairo, Egypt
Abstract :
A cardiovascular (CV) model for healthy subjects under physical stress, based on luczak´s first and second models, is presented in this paper. An actual (measured) heart rate (HR) and blood pressure (BP) signals for 12 healthy subjects were utilized for model identification. The pattern search method was employed to optimize the model output signals and to estimate the missing parameters. The output of the model was validated in frequency and time domains. Finally, the proposed cardiovascular model was found to be able to simulate the HR and BP signals for subjects under physical stress with a good accuracy and it could be used in medical or sport applications.
Keywords :
bioelectric potentials; blood pressure measurement; cardiovascular system; medical signal detection; medical signal processing; patient diagnosis; BP signal simulation; HR signal simulation; actual heart rate measurement; blood pressure signals; cardiovascular system modeling; cardiovascular system simulation; frequency domains; healthy subjects; luczak´s first model; luczak´s second model; medical applications; model identification; model output signals; parameter estimation; pattern search method; physical stress; sport applications; time domains; Biological system modeling; Blood pressure; Frequency domain analysis; Heart rate; Mathematical model; Modeling; Stress; Luczak model; cardiovascular system; parameters estimation; pattern search method; physical stress;
Conference_Titel :
Biomedical Engineering Conference (CIBEC), 2012 Cairo International
Conference_Location :
Giza
Print_ISBN :
978-1-4673-2800-5
DOI :
10.1109/CIBEC.2012.6473326