Stochastic geometry modeling of cellular networks: Analysis, simulation and experimental validation

Wei Lu Marco Di Renzo 1
1 Division Télécoms et Réseaux - L2S
L2S - Laboratoire des signaux et systèmes : 1289
Abstract : Due to the increasing interest of the emerging millimeter wave (mmWave) frequency band for application to cellular networks, new flexible and scalable approaches for their modeling, analysis and optimization are needed. Recently, a new approach has been proposed: it is based on the theory of point processes and it leverages tools from stochastic geometry for tractable system-level modeling, performance evaluation and optimization [1]. In the present paper, we investigate the accuracy of this emerging approach for modeling mmWave cellular networks, by explicitly taking realistic base stations locations, buildings footprints, spatial blockages and empirical channel models into account. The databases of base stations locations and buildings footprints are the same as those used in [2] for the analysis of microwave cellular networks. Our study confirms that an abstraction model based on stochastic geometry is capable of providing accurate estimates of the downlink performance of mmWave cellular networks in dense urban environments.
Type de document :
Communication dans un congrès
18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems , Nov 2015, Cancun, Mexico. pp.179-188, 2015, Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems 〈10.1109/iwmn.2015.7322991 〉
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https://hal-centralesupelec.archives-ouvertes.fr/hal-01269564
Contributeur : Myriam Baverel <>
Soumis le : vendredi 5 février 2016 - 09:22:17
Dernière modification le : jeudi 5 avril 2018 - 12:30:23

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Wei Lu, Marco Di Renzo. Stochastic geometry modeling of cellular networks: Analysis, simulation and experimental validation. 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems , Nov 2015, Cancun, Mexico. pp.179-188, 2015, Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems 〈10.1109/iwmn.2015.7322991 〉. 〈hal-01269564〉

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