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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

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 = { },
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

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.

  1. P. Abry and D. Veitch, "Wavelet analysis of long - range dependence traffic", IEEE Transactions on information theory, 1998.
  2. M. Athiama, T. Fouad, and K. Mansouross and delay measurement of internet backbone. Computer communication special issue on monitoring and measurement, 2005
  3. P. Hamibindu, Z. Ying, Z. M. Morley and Y. H. Charlie. "Understanding network delay changes by routing events" Proceeding of ACM SIGMETRICS, 2007.
  4. D. Hayes and G. Armitage, "Improving co-existence and loss tolerance for delay-based TCP congestion control" Proceeding of IEEE LCN, 2010, pp. 24-31
  5. R. Jain, "A delay – based approach for congestion avoidance in interconnected Heterogeneous computer network", ACMSIGCOMM computer communication review vol. 19 no. 5, 1989, pp. 56-71
  6. C. B. Jean. , "End to end packet delay and loss behavior in the internet" ,SIGCOMM's-Ithaca, N. Y US. ,1993.
  7. A. Nagurney, Q. Qiang, "A efficiency measure for congested network" , Epl Journal, 2007.
  8. J. L. Passmore, B. C. Collings, and J. P. Collings, "Autocorrelation "of electrical noise", Journal Physics 63, 1999, pp. 592-596
  9. G. Pradeep, "Study on internet delays" Masters Theses department of computing science, Umea Sweden, 2005.
  10. A. Qazi, L. L. H Andrew, and T. Znati, "Congestion control with multi packet feedback", IEEE/ACN transaction, on networking vol. 20 no. 6, 2010, pp. 1721-1733.
  11. P. Quan, Z. Lei, D. Guanzahang, and Z. Hongcai , "Two de-noising methods by wavelet tranform", IEEE transaction of signal processing vol. 47 no. 12, 1999, pp. 3406-3409
  12. R. Q. Quian and H Garcia, "Single-trial event- related potential with wavelet de-noising", Clinical Neuro physiology 2003, pp. 76-390
  13. C. Rami, "Signal de – noising using wavelets" , Project report. 2011.
  14. D. A. Shalangwa. Evaluation of bandwidth performance in a Corporate network", Academic Journal of engineering and Technology Research vol. 6 no. 1, 2014, pp. 1-5.
  15. Z. Xizheng, R. Yuanqing, W. Weixiong, A new filtering methods in the wavelet domain for bowel sound", International Journal of advance computer science and applications, vol. 1 no. 5, November, 2010.
  16. A. Aouinet, and C. Adnane, "Electrocadiogram de-noised signal by discrete and continuous wavelet transform signal processing international journal, vol. 8 no. 1, 2014, pp. 1-9.
  17. Danladi Ali and Vlada N. Y. Wavelet based path loss modeling for global system for mobile communication in an urban environment International Journal of Science and Research 3(7): 1929-1932
Index Terms

Computer Science
Information Sciences


Wavelet delay decomposition reconstruction technique ACF and FFT