Universiti Teknologi Malaysia Institutional Repository

High Speed Numerical Integration Algorithm Using FPGA

Razak, F. N. A. and Talip, M. S. A. and Yakub, M. F. M. and Khairudin, A. S. M. and Izam, T. F. T. M. N. and Zaman, F. H. K. (2017) High Speed Numerical Integration Algorithm Using FPGA. Journal of Fundamental and Applied Sciences, 9 (4). pp. 131-144. ISSN 1112-9867

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Official URL: http://dx.doi.org/10.4314/jfas.v9i4S.7

Abstract

Conventionally, numerical integration algorithm is executed in software and time consuming to accomplish. Field Programmable Gate Arrays (FPGAs) can be used as a much faster, very efficient and reliable alternative to implement the numerical integration algorithm. This paper proposed a hardware implementation of four numerical integration algorithms using FPGA. The computation is based on Left Riemann Sum (LRS), Right Riemann Sum (RRS), Middle Riemann Sum (MRS) and Trapezoidal Sum (TS) algorithms. The system performance is evaluated based on target chip Altera Cyclone IV FPGA in the metrics of resources utilization, clock latency, execution time, power consumption and computational error compared to the other algorithms. The result also shows execution time of the FPGA are much faster compared to the software implementation.

Item Type:Article
Uncontrolled Keywords:numerical integration algorithm, FPGA, Riemann sum
Subjects:Q Science > QA Mathematics
Divisions:Science
ID Code:81129
Deposited By: Narimah Nawil
Deposited On:24 Jul 2019 03:34
Last Modified:24 Jul 2019 03:34

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