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Stochastic Modeling and Analysis of Telecoms Networks (Cód: 9307689)

Laurent Decreusefond; Pascal Moyal

Wiley (Digital)

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Stochastic Modeling and Analysis of Telecoms Networks

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Descrição

This book addresses the stochastic modeling of telecommunication networks, introducing the main mathematical tools for that purpose, such as Markov processes, real and spatial point processes and stochastic recursions, and presenting a wide list of results on stability, performances and comparison of systems.
The authors propose a comprehensive mathematical construction of the foundations of stochastic network theory: Markov chains, continuous time Markov chains are extensively studied using an original martingale-based approach. A complete presentation of stochastic recursions from an ergodic theoretical perspective is also provided, as well as spatial point processes.
Using these basic tools, stability criteria, performance measures and comparison principles are obtained for a wide class of models, from the canonical M/M/1 and G/G/1 queues to more sophisticated systems, including the current ?hot topics? of spatial radio networking, OFDMA and real-time networks. Contents 1. Introduction.
Part 1: Discrete-time Modeling
2. Stochastic Recursive Sequences.
3. Markov Chains.
4. Stationary Queues.
5. The M/GI/1 Queue.
Part 2: Continuous-time Modeling
6. Poisson Process.
7. Markov Process.
8. Systems with Delay.
9. Loss Systems.
Part 3: Spatial Modeling
10. Spatial Point Processes.

Características

Peso 0.00 Kg
Produto sob encomenda Sim
Marca Wiley (Digital)
Acabamento e-book
Territorialidade Internacional
Formato Livro Digital Pdf
Código do Formato Pdf
Cód. Barras 9781118563045
Número da edição 1
Ano da Publicação 112
AutorLaurent Decreusefond; Pascal Moyal