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Cardiac excitation modeling: HDL coder optimization towards FPGA stand-alone Implementation

Othman, Norliza and Mahmud, Farhanahani and Mahamad, Abd Kadir and Jabbar, Mohamad Hairol and Adon@Mohd Don, Rashidah (2014) Cardiac excitation modeling: HDL coder optimization towards FPGA stand-alone Implementation. In: 4th IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2014), 28-30 November 2014, Penang, Malaysia.

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Abstract

The aim of this paper is to discuss the optimization of the hardware description language (HDL) design using fixedpoint optimization and speed optimization through a pipelining method. This optimization is very crucial to achieve the best performance in terms of speed, area and power consumption of the generated HDL code before deploying the field programmable gate array (FPGA) stand-alone implementation. As computational mathematical modeling needs immense amounts of simulation time, FPGA could bring the solutions as it provides high performance, and able to perform real-time simulations and compute in parallel mode operation. In this study, in order to ease verification, prototyping, and implementation FPGA, rapid prototyping model-based design approach of HDL Coder from MathWorks has been used to automate HDL codes generation from a designed MATLAB Simulink blocks of Luo-Rudy Phase I (LR-I) model towards FPGA hardware-implemented for numerical solutions of ordinary differential equations (ODEs) responsible in generating the action potential (AP) waveform of mammalian cardiac ventricle cell. By using HDL Coder, the model is successfully converted into an optimal fixed-point VHDL design and the operating frequency is increased from 9.819 MHz to 23. 613MHz by pipelining optimization.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: FPGA hardware-implemented cardiac excitation modeling; Luo-Rudy Phase-I model; HDL Coder; fixed-point optimization; pipelining optimization
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800-8360 Electronics
Divisions: Faculty of Civil and Environmental Engineering > Department of Water and Environmental Engineering
Depositing User: Normajihan Abd. Rahman
Date Deposited: 17 Mar 2015 07:48
Last Modified: 20 Sep 2016 03:46
URI: http://eprints.uthm.edu.my/id/eprint/6570
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