Useful resource parameter for Traffic prediction over GSM
Abstract
The prediction of the voice traffic and their correct version is a assignment for telecom provider. it's miles important for the fine & provider evaluation of cell network. The take a look at on this paper subject predicting the voice traffic (Erlang) of cellular network at busy hour ( five to 7 pm) of an afternoon that is nonlinear & dynamic. This voice visitor also depends on many different non-linear &dynamic parameter which high-quality expect for voice site visitors. The information is collected from nice & service record (QOS) of telecom provider. Correlation evaluation is used to pick proper input variables from QOS document. Feed forward again propagation algorithm is proposed to make visitors prediction at busy hours on every day basis.
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Y. Fang and Y. Zhang,”call admission control schemes and overall performance analysis in wireless cellular networks", IEEE Trans. Veh.Technol., vol. fifty one, no. 2, pp.371 -381 2002
A. E. Xhafa and O. okay. Tonguz "Does blended lognormal channel holding time affect the handover performance of shield channelscheme?", Proc. IEEE GLOBECOM, pp.3452 -3456 2003.
A. Brandt and M. Brandt "at the moments of overflow and freed carried visitors for the GI/M/C/0 machine", Methodol. Comput. Appl.Probab., vol. four, no. 1, pp.69 -82 2002.
L. E. N. Delbrouck "A unified approximate evaluation of congestion features for smooth and peaky traffics", IEEE Trans.Commun., vol. COM-29, no. 2, pp.eighty five -91 1981.
Y. Rapp”making plans of junction network in a multi-trade location. element I", Ericsson Tech., vol. 20, no. 1, pp.77 -one hundred thirty 1967.
T. S. Kim , J. okay. Kwon and D. ok. Sung "Mobility modeling and visitors analysis in 3-dimensional high-upward push constructingenvironments", IEEE Trans. Veh. Technol., vol. forty nine, no. five, pp.1633 -1640 2000.
W. Peng , L. Yuan, “network visitors prediction based on advanced BP wavelet neural community,” international convention on wi-fiCommunications, Networking and mobile Computing,. WiCOM '08. n ,pp 1-five, 2008
PENG Yu, WANG Jian-min and PENG Xi-yuan, “visitors prediction with reservoir computing for cellular networks,” 5thglobal conference on neural computation, 2009.
N. M. Pindoriya, S. N. Singh and S. k. Singh,” An adaptive wavelet neural network –primarily based electricity price forcasting in electricitymarkets,” IEEE Trans, vol 23, Aug 2008.
S. Bhattacharya, H. M. Gupta and S. Kar,”visitors version and performance evaluation of mobile cellular structures for wellknown dispensedhand-off traffic and dynamic channel allocation,” IEEE Trans, vol 57,,Nov 2008.
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