Optimization in MATLAB for cardiac excitation modeling towards FPGA standalone simulation tools

Adon, NurAtiqah and Mahmud, Farhanahani and Jabbar, Mohamad Hairol and Othman, Norliza (2014) Optimization in MATLAB for cardiac excitation modeling towards FPGA standalone simulation tools. In: International Integrated Engineering Summit (IIES 2014), 1-4 December 2014, Universiti Tun Hussein Onn Malaysia, Johor.

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Abstract

In past few decades, most of the modern electrophysiological concepts and methods were developed by the computational technique extensively to compute the cardiac action potential in nerve cells. Thus, tissue models consisting of a large number of single cell models cause a problem in the amount of computation required to obtain meaningful results from simulations. One of the solutions to this problem is by implementing the simulation through hardware modeling using a Field Programmable Gate Array (FPGA). Here, a research on developing a real-time simulation tool responsible for reentrant excitations in a ring of cardiac tissue based on the FitzHugh-Nagumo (FHN) model has been carried out by using a Xilinx Virtex-6 XC6VLX240T ML605 development board FPGA. In order to invest some of the time savings for creating the FPGA prototype, rapid prototyping method introduced by MathWorks which are MATLABSimulink and its HDL Coder toolbox have been used to automate the algorithm design process by converting Simulink blocks into Hardware Description Language (HDL) code for the FPGAusing afixed-point data type in discrete-time framework. In this paper, the method and the optimization of the HDL design through the MATLAB Simulink have been discussed and the model is successfully converted into an optimal fixed-point VHDL design and the operating frequency is increased from 26.29 MHz to 53.61 MHz by using HDL Coder

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:FPGA hardware modeling; fitzhugh-nagumo; simulink hdl coder; fixedpointoptimization
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics
Divisions:Faculty of Electrical and Electronic Engineering > Department of Computer Engineering
ID Code:6546
Deposited By:Mrs. Nurhayati Ali
Deposited On:02 Mar 2015 15:31
Last Modified:20 Sep 2016 11:45

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