Integrating Network Digital Twinning into Future AI-based 6G Systems

Project Information

6G-TWIN

Grant agreement ID: 101136314

DOI

10.3030/101136314

EC signature date 6 December 2023

Start date 1 January 2024

End date 31 December 2026

Funded under

• Digital, Industry and Space

Total cost

€ 4 190 678,75

EU contribution

€ 3 999 647,50

Coordinated by

LUXEMBOURG INSTITUTE OF SCIENCE AND TECHNOLOGY
Luxembourg

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (4)

HELENA: High-Efficiency Learning-based channel Estimation using dual Neural Attention

Author(s): Camelo, Miguel
Published in: IEEE Transactions on Vehicular Technology, 2025, ISSN 1939-9359
Publisher: IEEE
DOI: 10.5281/ZENODO.15665537

A Reference Functional Architecture for Network Digital Twins in 6G Systems

Author(s): Ayat Zaki-Hindi, Paola Soto, German Castellanos, Touhid Hossain Pritom, Gaetano Volpe, Iskander Zellagui, Burkhard Hensel, Julian Jimenez, Michele Marvulli, Luís Santos, Ayse Sayin, Jean-Sébastien Sottet, Wasim Ali, Ines El-Korbi, Ion Turcanu, Andrey Belogaev, André Duarte, Ultan Kelly, Sumit Kumar, Georgy Myagkov, Stephen Parker, Mario Franke, Shajjad Hossain, Rajarshi Sanyal, Nida Shafi, Christoph Sommer, Miguel Camelo, Julien Baudouin, Reǵis Decorme, Maria Pia Fanti, Ramin Fuladi, Chris Murphy, Ana Pereira, Sidi Mohammed Senouci, Simon Pryor, Sébastien Faye
Published in: IEEE Open Journal of the Communications Society, 2026, ISSN 2644-125X
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2026.3668035

Towards sustainable 6G: A collaborative call to action for addressing environmental challenges in (and thanks to) future mobile networks

Author(s): Regis Decorme, Sébastien Faye, Monique Calisti, Simon Pryor, Indrakshi Dey, Maria Pia Fanti, Francesco Malandrino, Chiara Lombardo
Published in: Open Research Europe, Issue 4, 2024, ISSN 2732-5121
Publisher: F1000 Research Ltd
DOI: 10.12688/openreseurope.18767.1

Multi-Stream Transmission in Cell-Free MIMO Networks with Coherent AP Clustering

Author(s): Aycan Beyazıt, Esra; Marquez-Barja, Johann M.; Famaey, Jeroen; Slamnik-Kriještorac, Nina
Published in: IEEE Wireless Communication Letters, 2025, ISSN 2162-2345
Publisher: IEEE
DOI: 10.5281/ZENODO.15772752

Conference proceedings (15)

Towards a Generic Middleware-Based Interface for Mobile Communication Simulation

Author(s): Touhid Hossain Pritom, Burkhard Hensel, Mario Franke, Christoph Sommer
Published in: 2025 29th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2025
Publisher: IEEE
DOI: 10.1109/DS-RT68115.2025.11185929

A DRL Approach for Teleoperated Driving in 6G Network Digital Twin Framework

Author(s): Michele Marvulli, Giuseppe Gassi, Wasim Ali, Gaetano Volpe, Agostino Marcello Mangini, Maria Pia Fanti
Published in: 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2026
Publisher: IEEE
DOI: 10.1109/SMC58881.2025.11342768

Secured and Privacy Preserving Data Management System for 6G Network Digital Twin

Author(s): Ayşe Sayın, Mohammadreza Babaei, Ramin Fuladi, Utku Gülen
Published in: Lecture Notes in Networks and Systems, Intelligent Computing, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-92605-1_37

Network Digital Twins for 6G: Defining Data Taxonomy and Data Models

Author(s): Zaki-Hindi, Ayat; Sottet, Jean-Sébastien; TURCANU, Ion; Faye, Sébastien
Published in: IEEE CSCN 2024, 2024
Publisher: IEEE Conference on Standards for Communications and Networking (IEEE CSCN 2024), Belgrade, Serbia
DOI: 10.5281/zenodo.14244850

Digital Twinning for 6G Teleoperated Driving: The 6G-TWIN Vision.

Author(s): Turcanu, I., Faye, S., Fellner, H., Castellanos, G., Baudouin, J., Senouci, S. M., Franke, M., & Sommer, C.
Published in: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium., 2024
Publisher: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium.
DOI: 10.5281/zenodo.12635132

Multi-Stream Allocation in Semi-Coherent Cell-Free MU-MIMO Systems

Author(s): Aycan Beyazıt, Esra; Famaey, Jeroen; Beyazıt, Mutlu; Camelo, Miguel
Published in: IEEE PIMRC 2025 conference, 2025
Publisher: IEEE
DOI: 10.5281/ZENODO.15772864

Computational Efficiency of Deep Learning-Based Super Resolution Methods for 5G-NR Channel Estimation

Author(s): Goez, D., Aycan-Beyazit, E., Slamnik-Kriještorac, N., Marquez-Barja, J., Gaviria, N., Latré, S., & Camelo, M.
Published in: IEEE Latincom 2024, 2024
Publisher: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938897

Integrating AI Orchestration and Lifecycle Management in 6G Networks: A Pipeline Approach

Author(s): Jimenez, J., Gavrielides, A., Slamnik-Kriještorac, N., Latré, S., Marquez-Barja, J., & Camelo, M.
Published in: IEEE Latincom 2024, 2024
Publisher: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938810

Multi-Objective Route Optimization via Dueling DQN for Teleoperated Driving

Author(s): Zellagui, Iskander; Senouci, Sidi Mohammed; El Korbi, ines; HOSSAIN, Shajjad
Published in: IEEE Globecom 2025, 2025
Publisher: IEEE
DOI: 10.5281/ZENODO.17973359

Optimizing Radio Resource Allocation in 5G using Transport Network-Aware Intelligent RAN.

Author(s): Troch, A., Limani, X., Camelo, M., Gavrielides, A., Chang, C.-Y., Marquez-Barja, J., & Peeters, M.
Published in: IEEE Latincom 2024, 2024
Publisher: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938569

A Functional Framework for Network Digital Twins

Author(s): 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.
Published in: European Conference on Networks and Communications 2025 (EuCNC 2025), Poznan, Poland, 2025
Publisher: EUCnC
DOI: 10.5281/ZENODO.15304760

Dynamic Challenge Based Federated Learning Scenario for Network Digital Twin Aided O-RAN

Author(s): Ayşe Sayın
Published in: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025
Publisher: IEEE
DOI: 10.1109/PIMRC62392.2025.11274774

Integrating Network Digital Twinning into Future AI-based 6G Systems: The 6G-TWIN Vision.

Author(s): 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.
Published in: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium, 2024
Publisher: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium
DOI: 10.5281/zenodo.12635244

A Data Space for 6G Network Digital Twins: Challenges and Opportunities

Author(s): Sottet, Jean-Sébastien; Zaki-Hindi, Ayat; TURCANU, Ion; Faye, Sébastien
Published in: IEEE Conference on Standards for Communications and Networking 2025 (IEEE CSCN 2025), 2025
Publisher: IEEE Conference on Standards for Communications and Networking 2025 (IEEE CSCN 2025)
DOI: 10.5281/ZENODO.17086245

A Modular Network Digital Twin for Radio Coverage Prediction: From Theory to Practice

Author(s): Zaki-Hindi, Ayat; Sottet, Jean-Sébastien; Kumar, Sumit; TURCANU, Ion; Faye, Sébastien
Published in: IEEE Global Communications Conference (GLOBECOM) 2025, 2025
Publisher: IEEE Global Communications Conference (GLOBECOM) 2025
DOI: 10.5281/ZENODO.17086137

Other (2)

TOWARDS 6G ARCHITECTURE: KEY CONCEPTS, CHALLENGES, AND BUILDING BLOCKS

Author(s): SNS JU
Published in: 2025
Publisher: SNS JU, European Commission

AI/ML as a Key Enabler of 6G Networks: Methodology, Approach and AI-Mechanisms in SNS JU

Author(s): Trichias, Konstantinos; Christopoulou, Maria; Porambage, Pawani; Benzaid, Chafika; Vassiliou, Vasos; Artuñedo Guillén, David; Tsolkas, Dimitris; Avgeris, Marios; Papagianni, Chrysa; Jain, Akshay; Kilper, Daniel; Chen, Tao
Published in: SNS JU Technology Board, 2025
Publisher: SNS JU
DOI: 10.5281/ZENODO.14623106