Modeling and Simulation of Self-Similar Traffic in Wireless IP Networks

Dimitar Radev, Izabella Lokshina and Svetla Radeva
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Dimitar Radev: CTT - University of Rousse, Bulgaria
Izabella Lokshina: MMI - SUNY Oneonta, USA
Svetla Radeva: CAE - UACEG, Bulgaria

International Journal of Interdisciplinary Telecommunications and Networking (IJITN), 2009, vol. 1, issue 4, 71-87

Abstract: The article 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. Simulation with stochastic and long range dependent traffic source models is performed, and the algorithms for buffer overflow simulation for finite buffer single server model under self-similar traffic load SSM/M/1/B are explained. The algorithms for modeling fixedlength sequence generators that are used to simulate self-similar behavior of wireless IP network traffic are developed and applied. Numerical examples are provided, and simulation results are analyzed.

Date: 2009
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Persistent link: https://EconPapers.repec.org/RePEc:igg:jitn00:v:1:y:2009:i:4:p:71-87

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