vBerlinV2N: Recreating a Cellular Network Measurement Campaign with Simulations

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

Abstract

System-level simulations play a crucial role in evaluating the behaviors of cellular networks, yet most studies rely on synthetic simulation scenarios rather than reproducing realistic network deployments. This paper presents vBerlinV2N, a system-level simulation model based on the network simulator 3 (ns-3) that replicates the BerlinV2N measurement campaign conducted in a real-live Long Term Evolution (LTE) network. We describe the methodology for setting up and calibrating the simulation to match real-world observations, including network topology, radio conditions, and user mobility. We discuss the challenges of accurately recreating real deployments in simulations by identifying missing information in the public domain and limitations of ns-3. Furthermore, we generate a simulation dataset with vBerlinV2N that closely resembles the BerlinV2N measurement dataset. A statistical evaluation of the measured and simulated datasets validates that the simulated vBerlinV2N dataset captures the essential statistical patterns of the measured BerlinV2N dataset. We analyze the distributions as well as the temporal and spatial variations of the received signal quality metrics of the radio environments and compare the end-to-end throughput, delay, and handovers.

Details

OriginalspracheEnglisch
Seiten (von - bis)127023-127044
Seitenumfang22
FachzeitschriftIEEE access
Jahrgang13
Frühes Online-Datum14 Juli 2025
PublikationsstatusVeröffentlicht - 2025
Peer-Review-StatusJa

Externe IDs

ORCID /0000-0001-8469-9573/work/188860176

Schlagworte

Schlagwörter

  • Cellular network, dataset, Long Term Evolution (LTE), measurement campaign, network simulation, ns-3, Vehicle-to-Network (V2N)