Abstract
Mathematical model of human heart is essential for designing human heart control devices like pacemaker and defibrillator. However, first principle model for whole heart is difficult to develop due to highly complex and nonlinear nature. In this paper, two nonlinear dynamic empirical models namely: Nonlinear Autoregressive Exogenous (NARX) and Hammerstein-Wiener model are developed using system identification. The action potential generated based on Hodgkin Huxley Model is considered as input and Electrocardiogram signal is taken as the output. Finally, the performance parameters of the Hammerstein-Weiner model and NARX model are compared.
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