Research Article

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

by  Danladi Ali, Abdullahi M
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 100 - Issue 5
Published: August 2014
Authors: Danladi Ali, Abdullahi M
10.5120/17520-8082
PDF

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 },
                        year    = { 2014 },
                        volume  = { 100 },
                        number  = { 5 },
                        pages   = { 12-15 },
                        doi     = { 10.5120/17520-8082 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2014
                        %A Danladi Ali
                        %A Abdullahi M
                        %T Application of Wavelet De-noising Technique on a Congested Internet Protocol (IP) Network%T 
                        %J International Journal of Computer Applications
                        %V 100
                        %N 5
                        %P 12-15
                        %R 10.5120/17520-8082
                        %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
No index terms available.
Keywords

Wavelet delay decomposition reconstruction technique ACF and FFT

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