Title :
Parameter estimation of heart rhythm dynamics using adaptive observer
Author :
Imamasu, Keisuke ; Matoba, Chisato ; Suemitsu, Haruo ; Matsuo, Takuya
Author_Institution :
Grad. Sch. of Eng., Oita Univ., Oita, Japan
Abstract :
The dynamics of cardiovascular rhythms have been widely studied due to the key aspects of the heart in the physiology of living beings. Cardiac rhythms can be either periodic or chaotic, being respectively related to normal and pathological physiological functioning. In paper, we analyze the dynamics of cardiovascular rhythms based on both the model-based approach. Using the time-varying adaptive observer for MIMO systems, we apply the adaptive observer to the parameter estimation method to the ECG diagnosis.
Keywords :
MIMO systems; cardiovascular system; electrocardiography; medical signal processing; observers; parameter estimation; patient diagnosis; physiological models; time-varying systems; ECG diagnosis; MIMO systems; cardiovascular rhythms dynamics; chaotic cardiac rhythms; heart rhythm dynamics; living beings; model-based approach; normal physiological functioning; parameter estimation; pathological physiological functioning; periodic cardiac rhythms; physiology; time-varying adaptive observer; Adaptive systems; Couplings; Electrocardiography; Heart beat; Mathematical model; Observers; Oscillators; Adaptive observer; ECG diagnosis; Electrocardiogram(ECG); Van der Pol(VdP) oscillator;
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2014 International Conference on
Conference_Location :
Kumamoto
DOI :
10.1109/ICAMechS.2014.6911626
