Modeling and simulation of self-similar wireless IP network traffic

Authors:
Dimitar Radev;Izabella Lokshina
Affiliations:
Communication Systems and Technologies, University of Rousse, Rousse, Bulgaria;Management, Marketing and Information Systems, SUNY Oneonta, Oneonta
Venue:
WTS'09 Proceedings of the 2009 conference on Wireless Telecommunications Symposium
Year:
2009

Citing 7
Cited 0

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Modeling and Analysis of Telecommunication Networks

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Queuing Theory and Telecommunications: Networks and Applications
Virtual partitioning for robust resource sharing: computational techniques for heterogeneous traffic

IEEE Journal on Selected Areas in Communications

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Abstract

The paper examines self-similar properties of real telecommunications network traffic data over a wide range of time scales. These self-similar properties are very different from the properties of traditional models based on Poisson and Markov-modulated Poisson processes. The algorithms for modeling fixed-length sequence generators that are used to simulate self-similar behavior of wireless IP network traffic are developed and applied. Numerical examples and simulation results are provided.