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Performance Analysis of Data Traffic in Small Cells Networks with User Mobility

Olivier, Philippe and Simatos, Florian and Simonian, Alain Performance Analysis of Data Traffic in Small Cells Networks with User Mobility. (2019) In: Systems Modeling: Methodologies and Tools. (EAI/Springer Innovations in Communication and Computing). Springer International Publishing, 181-197. ISBN 978-3-319-92377-2

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Official URL: https://doi.org/10.1007/978-3-319-92378-9_12

Abstract

We analyze the impact of inter-cell mobility on data traffic performance in dense networks with small cells. To this end, a multi-class queuing system with impatience is proposed as a generic model that captures mobility through the sojourn time of users in the cell. We provide mathematical proofs for the stability and the regularity of this multi-class queuing system. We then show how the performance of a homogeneous network is amenable to the application of the generic model to a single representative cell. This model is applied to derive the throughput of both mobile and static users, along with the handover probability. Numerical evaluation and simulation results are provided to assess the accuracy of the approach; we show, in particular, that both classes of users benefit from a throughput gain induced by the opportunistic displacement of mobile users among cells.

Item Type:Book Section
Additional Information:ISBN 978-3-319-92377-2
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE)
Other partners > Orange (FRANCE)
Laboratory name:
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Deposited By: Florian Simatos
Deposited On:12 Oct 2018 11:52

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