RESOURCES

Standard presentation [EN]

Zaki-Hindi, A., Soto Arenas, P. A., Castellanos, G., Pritom, T. H., Volpe, G., Zellagui, I., Hensel, B., Jimenez, J., Marvulli, M., Santos, L., Sayin, A., Sottet, J.-S., Ali, W., El Korbi, . ines ., TURCANU, I., Belogaev, A., Duarte, A., Kelly, U., Kumar, S., … Faye, S. (2025). A Reference Functional Architecture for Network Digital Twins in 6G Systems.  Zenodo. 
Extended Author’s version (non peer-reviewed):  https://doi.org/10.5281/zenodo.17987724

Zaki-Hindi, A., Sottet, J.-S., Kumar, S., TURCANU, I., & Faye, S. (2025, September 9). A Modular Network Digital Twin for Radio Coverage Prediction: From Theory to Practice. IEEE Global Communications Conference 2025 (IEEE GLOBECOM 2025), Taipei, Taiwan.
Author’s version:  https://doi.org/10.5281/zenodo.17086138

Zellagui, I., Senouci, S. M., El Korbi, . ines ., & HOSSAIN, S. (2025, December 18). Multi-Objective Route Optimization via Dueling DQN for Teleoperated Driving. IEEE Global Communications Conference (IEEE GLOBECOM), Taipei, Taiwan.
Author’s version:  https://doi.org/10.5281/zenodo.17973360

Sayın, A., Fadaei Fouladi, R., Gulen, U., & babaei, . mohammadreza . (2025, June 19). Secured and Privacy Preserving Data Management System for 6G Network Digital Twin. 
Author’s version:  https://zenodo.org/records/15790274
Final version:  https://doi.org/10.1007/978-3-031-92605-1_37

Aycan Beyazıt, E., Marquez-Barja, J. M., Famaey, J., & Slamnik-Kriještorac, N. (2025). Multi-Stream Transmission in Cell-Free MIMO Networks with Coherent AP Clustering. In IEEE Wireless Communications Letters. Zenodo.
Author’s version:  https://doi.org/10.5281/zenodo.15772752

Aycan Beyazıt, E., Famaey, J., Beyazıt, M., & Camelo, M. (2025). Multi-Stream Allocation in Semi-Coherent Cell-Free MU-MIMO Systems. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Istanbul, Türkiye. Zenodo.
Author’s version:  https://doi.org/10.5281/zenodo.15772864 

Faye, S., Soto Arenas, P. A., Volpe, G., Zaki-Hindi, A., Hensel, B., Castellanos, G., TURCANU, I., Sommer, C., Senouci, S. M., Belogaev, A., & Camelo, M. (2025, April 29). A Functional Framework for Network Digital Twins. European Conference on Networks and Communications 2025 (EuCNC 2025), Poznan, Poland.
Author’s version:  https://doi.org/10.5281/zenodo.15304759 

Decorme, R., Faye, S.,Calisti, M., PryorIndrakshi Dey, S.,Pia Fanti, M.,Malandrino, F., Lombardo, C., (2024). Towards sustainable 6G: A collaborative call to action for addressing environmental challenges in (and thanks to) future mobile networks. Open Research Europe.
https://doi.org/10.12688/openreseurope.18767.1

Zaki-Hindi, A., Sottet, J.-S., TURCANU, I., & Faye, S. (2024, November 29). Network Digital Twins for 6G: Defining Data Taxonomy and Data Models. IEEE Conference on Standards for Communications and Networking (IEEE CSCN 2024), Belgrade, Serbia.
Author’s version:  https://doi.org/10.5281/zenodo.14244849 
Final version:   https://doi.org/10.1109/CSCN63874.2024.10849705 

Goez, D., Aycan-Beyazit, E., Slamnik-Kriještorac, N., Marquez-Barja, J., Gaviria, N., Latré, S., & Camelo, M. (2024). Computational Efficiency of Deep Learning-Based Super Resolution Methods for 5G-NR Channel Estimation. Zenodo.
Author’s version:  https://doi.org/10.5281/zenodo.13938897
Final version:   https://doi.org/10.1109/LATINCOM62985.2024.10770678

Jimenez, J., Gavrielides, A., Slamnik-Kriještorac, N., Latré, S., Marquez-Barja, J., & Camelo, M. (2024). Integrating AI Orchestration and Lifecycle Management in 6G Networks: A Pipeline Approach. Zenodo. 
Author’s version:  https://doi.org/10.5281/zenodo.13938810
Final version:   https://doi.org/10.1109/LATINCOM62985.2024.10770687 

Troch, A., Limani, X., Camelo, M., Gavrielides, A., Chang, C.-Y., Marquez-Barja, J., & Peeters, M. (2024). Optimizing Radio Resource Allocation in 5G using Transport Network-Aware Intelligent RAN. Zenodo.
Author’s version:  https://doi.org/10.5281/zenodo.13938569
Final version:   https://doi.org/10.1109/LATINCOM62985.2024.10770646

Faye, S., Camelo, M., Sottet, J.-S., Sommer, C., Franke, M., Baudouin, J., Castellanos, G., Decorme, R., Fanti, M. P., Fuladi, R., Kesik, G., Mendes, B., Murphy, C., Parker, S., Pryor, S., Senouci, S. M., & Turcanu, I. (2024, July 3). Integrating Network Digital Twinning into Future AI-based 6G Systems: The 6G-TWIN Vision. EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium.
Author’s version:  https://doi.org/10.5281/zenodo.12635244
Final version:   https://doi.org/10.1109/EuCNC/6GSummit60053.2024.10597058

Turcanu, I., Faye, S., Fellner, H., Castellanos, G., Baudouin, J., Senouci, S. M., Franke, M., & Sommer, C. (2024). Digital Twinning for 6G Teleoperated Driving: The 6G-TWIN Vision. EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium. Zenodo. 
https://doi.org/10.5281/zenodo.12635132

Published deliverables

D6.1 – 6G-TWIN project identity

D1.1 – 6G-TWIN architecture and technical foundations (initial)

D2.1 – Data governance, privacy and harmonization

D7.2 – Data management plan

D1.2 – Secured, scalable and distributed data exposure and collection framework (initial)

D2.2 – Basic models (initial)

D5.1 – Evaluation methodology, planning and coordination

D2.3 – Functional models (initial)

D1.3 – Frameworks for zero-touch service and network management and the orchestration of its AI-based NF and NS (initial)

Upcoming deliverables

D4.1 – Setup of the 6G-TWIN demonstrators

D3.1 – Federated simulation framework

D4.2 – Testbed findings and data analytics

D5.2 – Evaluation deployment report

D1.4 – 6G-TWIN architecture and technical foundations (final)

D1.5 – Secured, scalable and distributed data exposure and collection framework (final)

D1.6 – Frameworks for zero-touch service and network management and the orchestration of its AI-based NF and NS (final)

D2.4 – Basic models (final)

D2.5 – Functional models (final)

D3.2 – Federated simulation framework evaluation report

D5.3 – Reengineering solutions

D5.4 – Standardisation