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

Other (5)

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

Author(s): Camelo, Miguel
Published in: 2025
DOI: 10.5281/ZENODO.15665537

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
DOI: 10.5281/ZENODO.14623106

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

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: 2025
DOI: 10.5281/ZENODO.15772752

Conference proceedings (10)

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

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

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

Peer reviewed articles (2)

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

Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning

Author(s): Soto, Paola; Camelo, Miguel; De Vleeschauwer, Danny; De Bock, Yorick; Slamnik-Kriještorac, Nina; Chang, Chia-Yu; Gaviria, Natalia; Mannens, Erik; Botero, Juan F.; Latré, Steven
Published in: arXiv, 2024, ISSN 2331-8422
Publisher: arXiv
DOI: 10.48550/ARXIV.2405.04441