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

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

Dimitar Radev (CTT - University of Rousse, Bulgaria), Izabella Lokshina (MMI - SUNY Oneonta, USA) and Svetla Radeva (CAE - UACEG, Bulgaria)
DOI: 10.4018/978-1-60566-986-1.ch105
OnDemand PDF Download:
$30.00
List Price: $37.50

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.

Complete Chapter List

Search this Book:
Reset