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Application of Wavelet De-noising Technique on a Congested Internet Protocol (IP) Network
| 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
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.
References
- P. Abry and D. Veitch, "Wavelet analysis of long - range dependence traffic", IEEE Transactions on information theory, 1998.
- M. Athiama, T. Fouad, and K. Mansouross and delay measurement of internet backbone. Computer communication special issue on monitoring and measurement, 2005
- P. Hamibindu, Z. Ying, Z. M. Morley and Y. H. Charlie. "Understanding network delay changes by routing events" Proceeding of ACM SIGMETRICS, 2007.
- 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
- 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
- C. B. Jean. , "End to end packet delay and loss behavior in the internet" ,SIGCOMM's-Ithaca, N. Y US. ,1993.
- A. Nagurney, Q. Qiang, "A efficiency measure for congested network" , Epl Journal, 2007.
- J. L. Passmore, B. C. Collings, and J. P. Collings, "Autocorrelation "of electrical noise", Journal Physics 63, 1999, pp. 592-596
- G. Pradeep, "Study on internet delays" Masters Theses department of computing science, Umea Sweden, 2005.
- 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.
- 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
- R. Q. Quian and H Garcia, "Single-trial event- related potential with wavelet de-noising", Clinical Neuro physiology 2003, pp. 76-390
- C. Rami, "Signal de – noising using wavelets" , Project report. 2011.
- 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.
- 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.
- 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.
- 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
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