hal-00660647, version 3
Analysis of Small Cell Networks with Randomly Wandering Users
(2012)
Résumé : We develop a framework to model and study cellular networks with randomly wandering users. Our model captures user displacement resulting from random mobility patterns and arrival positions, which in turn influences the transmission rates. We model the user movements by a random walk with exponential wandering times. Each cell is composed of disjoint (allocated transmission) rate regions and we model each rate region as an equivalent step in the random walk model. We further use spatial queuing theoretic tools to obtain explicit expressions for the expected service time (total time during which user derives service from the cell), call busy and drop probabilities. We obtain approximate closed form expressions for optimal cell size (for some asymptotic speed cases and small cell radii) and validate them via numerical simulations. We show that the optimal cell size increases with the increase in the speed of the users or in the power budget and decreases with increase in path loss factor.
- a – SRM Research
- 1 :
- SRM Research Institute
- 2 :
- Lekha Wireless Solutions
- 3 :
- INRIA – Université Montpellier II - Sciences et techniques
- Domaine : Informatique/Réseaux et télécommunications
- Mots-clés : Small cells – Cell dimensioning – Random walk
- Versions disponibles : v1 (17-01-2012) v2 (17-01-2012) v3 (20-01-2012) v4 (11-12-2012)
- hal-00660647, version 3
- http://hal.inria.fr/hal-00660647
- oai:hal.inria.fr:hal-00660647
- Contributeur :
- Soumis le : Vendredi 20 Janvier 2012, 05:46:39
- Dernière modification le : Vendredi 20 Janvier 2012, 09:43:57




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