Stochastic Modeling and Analysis of Telecoms Networks - Rilegato

Decreusefond, Laurent; Moyal, Pascal

Rilegato

ISBN 10: 1848212380 ISBN 13: 9781848212381

Casa editrice: Iste/Hermes Science Pub, 2012

Riassunto

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.

Su questo libro

Informazioni sull?autore

Pascal Moyal is an associate Professor in the Applied Math. Department of Université de Technologie de Compi&egave;gne, France.

Dettagli dell'edizione

• Editore: Iste/Hermes Science Pub
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1848212380
• ISBN 13: 9781848212381
• Rilegatura: Copertina rigida
• Numero di pagine: 387
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile