A Data-Based Cell Load Model for Efficient Network Simulation

Campus networks are shown to be able to offer service guarantees for specific user groups. However, investigations on the user throughput of campus users are missing in literature. In order to fill this gap, an efficient cell load model is developed. For this, we verify an existing model for the number of connected users to a cell in a mobile network. We then use previously proposed cell load models, in combination with the generation of the number of connected users, to offer an computationally efficient way to generate realistic cell load values. With the cell load model, simulations are performed showing that a campus cell can increase the user throughput compared to the public network if the campus cell transmit power is sufficiently high.

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Publication Details

Published
2024-09-16
DOI
https://doi.org/10.1109/elmar62909.2024.10694634
Primary Topic
Simulation Techniques and Applications
Type
article
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A Data-Based Cell Load Model for Efficient Network Simulation

Markus Rupp, Philipp Svoboda, Lukas Eller, Agnes Fastenbauer et al.
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Simulation Techniques and Applications
article

A Data-Based Cell Load Model for Efficient Network Simulation

Markus Rupp, Philipp Svoboda, Lukas Eller, Agnes Fastenbauer, Philip Schwarzinger
article en

Abstract

Campus networks are shown to be able to offer service guarantees for specific user groups. However, investigations on the user throughput of campus users are missing in literature. In order to fill this gap, an efficient cell load model is developed. For this, we verify an existing model for the number of connected users to a cell in a mobile network. We then use previously proposed cell load models, in combination with the generation of the number of connected users, to offer an computationally efficient way to generate realistic cell load values. With the cell load model, simulations are performed showing that a campus cell can increase the user throughput compared to the public network if the campus cell transmit power is sufficiently high.

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Simulation Techniques and Applications
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