Title :
A new approach to the study of heartbeat dynamics based on mathematical model
Author :
Behnia, Sohrab ; Ziaei, Javid ; Ghiassi, Marjan
Author_Institution :
Dept. of Phys., Urmia Univ. of Technol. (UUT), Urmia, Iran
Abstract :
The study of cardiac dynamics by mathematical models has a long history that has been started by using nonlinear oscillators to generate such rhythms. Since cardiac rhythms may exhibit chaotic behaviors, the chaos theory as a powerful tool in studying nonlinear dynamical systems, can be used for analyzing cardiac system. In this paper, based on Grudziński and Żebrowski´s model, the effects of external factors on pacemaker rhythms were studied using a new measure, called the scale index. Obtained results showed that the scale index can detect special behaviors in the action potential whereas the Lyapunov exponent is not capable of uncovering them. Moreover, it was found that the non-periodicity of pacemaker rhythms in the presence of external periodic force is not high. Finally, it was discovered that the scale index can provide a non-invasive assessment of the heart in real-life conditions.
Keywords :
Lyapunov methods; cardiology; chaos; mathematical analysis; nonlinear dynamical systems; oscillators; pacemakers; Grudzinski model; Lyapunov exponent; Żebrowski model; cardiac dynamics; cardiac rhythms; chaotic behavior; heartbeat dynamics; mathematical model; nonlinear dynamical system; nonlinear oscillators; pacemaker rhythms; Bifurcation; Chaos; Heart beat; Indexes; Mathematical model; Oscillators; Pacemakers;
Conference_Titel :
Electrical Engineering (ICEE), 2013 21st Iranian Conference on
Conference_Location :
Mashhad
DOI :
10.1109/IranianCEE.2013.6599874