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

Información del proyecto

6G-TWIN

Identificador del acuerdo de subvención: 101136314

DOI

10.3030/101136314

Fecha de la firma de la CE 6 Diciembre 2023

Fecha de inicio 1 Enero 2024

Fecha de finalización 31 Diciembre 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 4 190 678,75

Aportación de la UE

€ 3 999 647,50

Coordinado por

LUXEMBOURG INSTITUTE OF SCIENCE AND TECHNOLOGY
Luxembourg

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (4)

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

Autores: Camelo, Miguel
Publicado en: IEEE Transactions on Vehicular Technology, 2025, ISSN 1939-9359
Editor: IEEE
DOI: 10.5281/ZENODO.15665537

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

Autores: 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
Publicado en: IEEE Open Journal of the Communications Society, 2026, ISSN 2644-125X
Editor: 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

Autores: Regis Decorme, Sébastien Faye, Monique Calisti, Simon Pryor, Indrakshi Dey, Maria Pia Fanti, Francesco Malandrino, Chiara Lombardo
Publicado en: Open Research Europe, Edición 4, 2024, ISSN 2732-5121
Editor: F1000 Research Ltd
DOI: 10.12688/openreseurope.18767.1

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

Autores: Aycan Beyazıt, Esra; Marquez-Barja, Johann M.; Famaey, Jeroen; Slamnik-Kriještorac, Nina
Publicado en: IEEE Wireless Communication Letters, 2025, ISSN 2162-2345
Editor: IEEE
DOI: 10.5281/ZENODO.15772752

Conference proceedings (15)

Towards a Generic Middleware-Based Interface for Mobile Communication Simulation

Autores: Touhid Hossain Pritom, Burkhard Hensel, Mario Franke, Christoph Sommer
Publicado en: 2025 29th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2025
Editor: IEEE
DOI: 10.1109/DS-RT68115.2025.11185929

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

Autores: Michele Marvulli, Giuseppe Gassi, Wasim Ali, Gaetano Volpe, Agostino Marcello Mangini, Maria Pia Fanti
Publicado en: 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2026
Editor: IEEE
DOI: 10.1109/SMC58881.2025.11342768

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

Autores: Ayşe Sayın, Mohammadreza Babaei, Ramin Fuladi, Utku Gülen
Publicado en: Lecture Notes in Networks and Systems, Intelligent Computing, 2025
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-92605-1_37

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

Autores: Zaki-Hindi, Ayat; Sottet, Jean-Sébastien; TURCANU, Ion; Faye, Sébastien
Publicado en: IEEE CSCN 2024, 2024
Editor: 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.

Autores: Turcanu, I., Faye, S., Fellner, H., Castellanos, G., Baudouin, J., Senouci, S. M., Franke, M., & Sommer, C.
Publicado en: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium., 2024
Editor: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium.
DOI: 10.5281/zenodo.12635132

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

Autores: Aycan Beyazıt, Esra; Famaey, Jeroen; Beyazıt, Mutlu; Camelo, Miguel
Publicado en: IEEE PIMRC 2025 conference, 2025
Editor: IEEE
DOI: 10.5281/ZENODO.15772864

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

Autores: Goez, D., Aycan-Beyazit, E., Slamnik-Kriještorac, N., Marquez-Barja, J., Gaviria, N., Latré, S., & Camelo, M.
Publicado en: IEEE Latincom 2024, 2024
Editor: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938897

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

Autores: Jimenez, J., Gavrielides, A., Slamnik-Kriještorac, N., Latré, S., Marquez-Barja, J., & Camelo, M.
Publicado en: IEEE Latincom 2024, 2024
Editor: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938810

Multi-Objective Route Optimization via Dueling DQN for Teleoperated Driving

Autores: Zellagui, Iskander; Senouci, Sidi Mohammed; El Korbi, ines; HOSSAIN, Shajjad
Publicado en: IEEE Globecom 2025, 2025
Editor: IEEE
DOI: 10.5281/ZENODO.17973359

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

Autores: Troch, A., Limani, X., Camelo, M., Gavrielides, A., Chang, C.-Y., Marquez-Barja, J., & Peeters, M.
Publicado en: IEEE Latincom 2024, 2024
Editor: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938569

A Functional Framework for Network Digital Twins

Autores: 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.
Publicado en: European Conference on Networks and Communications 2025 (EuCNC 2025), Poznan, Poland, 2025
Editor: EUCnC
DOI: 10.5281/ZENODO.15304760

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

Autores: Ayşe Sayın
Publicado en: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025
Editor: IEEE
DOI: 10.1109/PIMRC62392.2025.11274774

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

Autores: 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.
Publicado en: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium, 2024
Editor: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium
DOI: 10.5281/zenodo.12635244

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

Autores: Sottet, Jean-Sébastien; Zaki-Hindi, Ayat; TURCANU, Ion; Faye, Sébastien
Publicado en: IEEE Conference on Standards for Communications and Networking 2025 (IEEE CSCN 2025), 2025
Editor: 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

Autores: Zaki-Hindi, Ayat; Sottet, Jean-Sébastien; Kumar, Sumit; TURCANU, Ion; Faye, Sébastien
Publicado en: IEEE Global Communications Conference (GLOBECOM) 2025, 2025
Editor: IEEE Global Communications Conference (GLOBECOM) 2025
DOI: 10.5281/ZENODO.17086137

Other (2)

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

Autores: SNS JU
Publicado en: 2025
Editor: SNS JU, European Commission

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

Autores: 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
Publicado en: SNS JU Technology Board, 2025
Editor: SNS JU
DOI: 10.5281/ZENODO.14623106