Characterizing pervasive vehicular access to the cellular RAN infrastructure: an urban case study

Abstract : Managing user mobility is historically one of the most critical issues in cellular radio access networks (RANs). That task will become an even greater challenge due to cellular users on-board vehicles and networked cars that autonomously access Internet-based services, whose number is expected to grow dramatically in the next few years. There is thus a need to characterize RAN access from/by vehicles in a similar way to what has been done for traditional pedestrian access. In this paper, we propose a first study of the macroscopic and microscopic features of pervasive vehicular access in a case-study large-scale urban environment, in presence of realistic datasets of the road traffic and RAN deployment. We find that pervasive vehicular access is characterized by unique temporal and spatial variability in the urban region, such that it may require a dedicated RAN capacity planning: the presence of stable vehicular access load patterns and mobility flows can help to that end. Also, we identify the theoretical distributions that best fit key metrics for RAN planning, i.e., the vehicular users’ inter-arrival and residence times at cells, and discuss how their parameters vary over time and space.
Type de document :
Article dans une revue
IEEE Transactions on Vehicular Technology, Institute of Electrical and Electronics Engineers, 2015, 64 (6), pp.2603-2614. 〈10.1109/TVT.2014.2343651〉
Liste complète des métadonnées

https://hal.inria.fr/hal-01237022
Contributeur : Marco Fiore <>
Soumis le : mercredi 2 décembre 2015 - 15:27:26
Dernière modification le : mercredi 10 janvier 2018 - 12:44:03

Identifiants

Collections

Citation

Sandesh Uppoor, Marco Fiore. Characterizing pervasive vehicular access to the cellular RAN infrastructure: an urban case study. IEEE Transactions on Vehicular Technology, Institute of Electrical and Electronics Engineers, 2015, 64 (6), pp.2603-2614. 〈10.1109/TVT.2014.2343651〉. 〈hal-01237022〉

Partager

Métriques

Consultations de la notice

244