Description of Simu5G
A detailed description of Simu5G is given in the following papers. If you use Simu5G for your research, a citation to our work would be sincerely appreciated.- G. Nardini, D. Sabella, G. Stea, P. Thakkar, A. Virdis "Simu5G – An OMNeT++ library for end-to-end performance evaluation of 5G networks", IEEE Access (2020), DOI: 10.1109/ACCESS.2020.3028550
- G. Nardini, G. Stea, A. Virdis, D. Sabella, "Simu5G: a system-level simulator for 5G networks", Best Paper Award at SIMULTECH 2020, online conference, July 2020
Other functionalities of Simu5G are described in the following papers:
- G. Nardini, A. Noferi, P. Ducange, G. Stea, "Exploiting Simu5G for Generating Datasets for Training and Testing AI Models for 5G/6G Network Applications", Elsevier SoftwareX, Volume 21, February 2023, 101320, DOI: https://doi.org/10.1016/j.softx.2023.101320
- A. Noferi, G. Nardini, G. Stea, A. Virdis, "Rapid prototyping and performance evaluation of ETSI MEC-based applications", Elsevier Simulation Modelling Practice and Theory, Vol. 123, February 2023, 102700, DOI: 10.1016/j.simpat.2022.102700
- G. Nardini, G. Stea, A. Virdis, "Scalable Real-time Emulation of 5G Networks with Simu5G"", IEEE Access, vol. 9, pp. 148504-148520, 2021. doi: 10.1109/ACCESS.2021.3123873.
- G. Nardini, G. Stea, A. Virdis, D. Sabella, P. Thakkar, "Using Simu5G as a Real-time Network Emulator to Test MEC Apps in an End-To-End 5G Testbed", PiMRC 2020, London, UK, 1-3 September 2020
You may also want to check the following papers on SimuLTE, the predecessor of Simu5G.
- A. Virdis, G. Stea, G. Nardini, "Simulating LTE/LTE-Advanced Networks with SimuLTE", DOI 10.1007/978-3-319-26470-7_5, in: M.S. Obaidat, J. Kacprzyk, T. Ören, J. Filipe, (eds.) "Simulation and Modeling Methodologies, Technologies and Applications", Volume 402 of the series Advances in Intelligent Systems and Computing, pp. 83-105, Springer, ISBN 978-3-319-26469-1, 15 January 2016
- G. Nardini, A. Virdis, G. Stea, "Modeling network-controlled device-to-device communications in SimuLTE", MDPI Sensors, 18(10), 3551, 2018
- G. Nardini, A. Virdis, G. Stea, "Modeling X2 backhauling for LTE-Advanced and assessing its effect on CoMP Coordinated Scheduling", IWSLS2 2016, Vienna, July 1st, 2016
- A. Virdis, G. Nardini, G. Stea, "Modeling unicast device-to-device communications with SimuLTE", IWSLS2 2016, Vienna, July 1st, 2016
- G. Nardini, A. Virdis, G. Stea, "Simulating device-to-device communications in OMNeT++ with SimuLTE: scenarios and configurations", OMNeT++ Community Summit 2016, Brno, CZ, September 15-16, 2016
Related Publications
(list in continuous updating)
Simu5G has been used as a performance evaluation tool in recent research works. Here is a (partial) list of the papers which include modeling and simulations performed with Simu5G. If you have been working with Simu5G and you wish to appear in this list, please contact us.
- J.L. Corcuera Barcena, P. Ducange, F. Marcelloni, G. Nardini, A. Renda, F. Ruffini, A. Schiavo, G. Stea, A. Virdis, ""Enabling Federated Learning of Explainable AI Models within Beyond-5G/6G Networks"", Elsevier Computer Communications, vol. 210, pp. 356-375, October 2023. DOI: https://doi.org/10.1016/j.comcom.2023.07.039
- D. Sabella, D. Micheli, G. Nardini, ""The power of data: how traffic demand and data analytics are driving network evolution toward 6G systems"", Journal of Sensor and Actuator Networks, 12(4), 49, DOI: 10.3390/jsan12040049
- G. Nardini, A. Noferi, G. Stea, ""Platooning-as-a-Service in a Multi-operator ETSI MEC Environment"", IEEE Access, vol. 11, pp. 60040-60058, June 2023. DOI: 10.1109/ACCESS.2023.3286023
- A. Renda, P. Ducange, F. Marcelloni, D. Sabella, M. C. Filippou, G. Nardini, G. Stea, A. Virdis, D. Micheli, D. Rapone, L. Gomes Baltar, ""Federated Learning of eXplainable AI models in 6G systems: Towards secure and automated vehicles networking"", Information, 13(8), August 2022, DOI: 10.3390/info13080395
- J.L. Corcuera Bárcena, P. Ducange, F. Marcelloni, G. Nardini, A. Noferi, A. Renda, G. Stea, A. Virdis, ""Towards Trustworthy AI for QoE prediction in B5G/6G Networks"", First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022), Padua, IT, 18-23 July 2022
- G. Nardini, G. Stea, ""Using network simulators as digital twins of 5G/B5G mobile networks"", TwinNets 2022, Belfast, UK, 14-17 June 2022
- A. Virdis, G. Nardini, G. Stea, D. Sabella, "End-to-end performance evaluation of MEC deployments in 5G scenarios", MDPI Journal of Sensor and Actuator Networks, 9(4), 57, 2020, DOI: 10.3390/jsan9040057