High Speed Numerical Integration Algorithm Using FPGA

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 imp...

Full description

Saved in:
Bibliographic Details
Main Authors: Razak, F. N. A., Talip, M. S. A., Yakub, M. F. M., Khairudin, A. S. M., Izam, T. F. T. M. N., Zaman, F. H. K.
Format: Article
Published: 2017
Subjects:
Online Access:http://eprints.utm.my/id/eprint/81129/
http://dx.doi.org/10.4314/jfas.v9i4S.7
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.utm.81129
record_format eprints
spelling my.utm.811292019-07-24T03:34:36Z http://eprints.utm.my/id/eprint/81129/ High Speed Numerical Integration Algorithm Using FPGA Razak, F. N. A. Talip, M. S. A. Yakub, M. F. M. Khairudin, A. S. M. Izam, T. F. T. M. N. Zaman, F. H. K. QA Mathematics 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. 2017 Article PeerReviewed 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 http://dx.doi.org/10.4314/jfas.v9i4S.7 DOI:10.4314/jfas.v9i4S.7
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA Mathematics
spellingShingle QA Mathematics
Razak, F. N. A.
Talip, M. S. A.
Yakub, M. F. M.
Khairudin, A. S. M.
Izam, T. F. T. M. N.
Zaman, F. H. K.
High Speed Numerical Integration Algorithm Using FPGA
description 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.
format Article
author Razak, F. N. A.
Talip, M. S. A.
Yakub, M. F. M.
Khairudin, A. S. M.
Izam, T. F. T. M. N.
Zaman, F. H. K.
author_facet Razak, F. N. A.
Talip, M. S. A.
Yakub, M. F. M.
Khairudin, A. S. M.
Izam, T. F. T. M. N.
Zaman, F. H. K.
author_sort Razak, F. N. A.
title High Speed Numerical Integration Algorithm Using FPGA
title_short High Speed Numerical Integration Algorithm Using FPGA
title_full High Speed Numerical Integration Algorithm Using FPGA
title_fullStr High Speed Numerical Integration Algorithm Using FPGA
title_full_unstemmed High Speed Numerical Integration Algorithm Using FPGA
title_sort high speed numerical integration algorithm using fpga
publishDate 2017
url http://eprints.utm.my/id/eprint/81129/
http://dx.doi.org/10.4314/jfas.v9i4S.7
_version_ 1643658619064942592
score 13.211869