International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 100 - Issue 5 |
Published: August 2014 |
Authors: Danladi Ali, Abdullahi M |
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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
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.