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Reseach Article

Application of Wavelet De-noising Technique on a Congested Internet Protocol (IP) Network

by Danladi Ali, Abdullahi M
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 100 - Number 5
Year of Publication: 2014
Authors: Danladi Ali, Abdullahi M
10.5120/17520-8082

Danladi Ali, Abdullahi M . Application of Wavelet De-noising Technique on a Congested Internet Protocol (IP) Network. International Journal of Computer Applications. 100, 5 ( August 2014), 12-15. DOI=10.5120/17520-8082

@article{ 10.5120/17520-8082,
author = { Danladi Ali, Abdullahi M },
title = { Application of Wavelet De-noising Technique on a Congested Internet Protocol (IP) Network },
journal = { International Journal of Computer Applications },
issue_date = { August 2014 },
volume = { 100 },
number = { 5 },
month = { August },
year = { 2014 },
issn = { 0975-8887 },
pages = { 12-15 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume100/number5/17520-8082/ },
doi = { 10.5120/17520-8082 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:29:09.847392+05:30
%A Danladi Ali
%A Abdullahi M
%T Application of Wavelet De-noising Technique on a Congested Internet Protocol (IP) Network
%J International Journal of Computer Applications
%@ 0975-8887
%V 100
%N 5
%P 12-15
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this work, a model of a corporate network has been developed, simulated and implemented using optimized network engineering tool technology in a simulation environment of 100m x 100m office network topology. We monitored delay traffic, used one dimensional multilevel wavelet de-noising technique to filter the possible cause of the network congestion and used ACF and FFT to validate the result of the de-noising after all the stages of decomposition and reconstruction processes. The result of the filtering process revealed that error in the data is de-noised successfully as the coefficient of ACF grows above zero and the energy rate in the FFT- spectrum increased.

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Index Terms

Computer Science
Information Sciences

Keywords

Wavelet delay decomposition reconstruction technique ACF and FFT