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

Projektinformationen

6G-TWIN

ID Finanzhilfevereinbarung: 101136314

DOI

10.3030/101136314

EK-Unterschriftsdatum 6 Dezember 2023

Startdatum 1 Januar 2024

Enddatum 31 Dezember 2026

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

€ 4 190 678,75

EU-Beitrag

€ 3 999 647,50

Koordiniert durch

LUXEMBOURG INSTITUTE OF SCIENCE AND TECHNOLOGY
Luxembourg

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (7)

Functional models (initial)

Providing formalized models that encompasses functional models to be used in the proposed NDT - includes TC5 and TC6.

Secured, scalable and distributed data exposure and collection framework (initial)

Report presenting the methods to realise decentralised and privacy-aware data collection across multiple domains - includes TC1.

Frameworks for zero-touch service and network management and the orchestration of its AI-based NF and NS (inifial)

Report a low-TRL software solution that sets the functional blocks and mechanisms for zero-touch management supported by AI-based NF/NS (includes TC2) together with the functionalities to perform MANO of such AI-based NF/NS (includes TC3).

Data governance, privacy and harmonization

Methodological report on the governance, privacy and harmonization of data and models used in the NDT - includes TC4.

6G-TWIN architecture and technical foundations (initial)

Report presenting the AI-native IT architecture for 6G systems that integrates NDTs.

Basic models (initial)

Providing formalized models that encompasses basic models to be used in the proposed NDT - includes TC5.

Evaluation methodology, planning and coordination

Report on trial methodology, planning and coordination.

Data Management Plan (1)

Data management plan

Initial version of the DMP in line with ‘Open Science in Horizon Europe’ guidelines. This plan will evolve during the project lifetime to present the status of the reflections on data management.

Websites, patent fillings, videos etc. (1)

6G-TWIN project identity

Complete corporate guidelines, templates for DEC material (document templates, social media guidelines, etc.).

Veröffentlichungen

Peer reviewed articles (4)

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

Autoren: Camelo, Miguel
Veröffentlicht in: IEEE Transactions on Vehicular Technology, 2025, ISSN 1939-9359
Herausgeber: IEEE
DOI: 10.5281/ZENODO.15665537

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

Autoren: 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
Veröffentlicht in: IEEE Open Journal of the Communications Society, 2026, ISSN 2644-125X
Herausgeber: 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

Autoren: Regis Decorme, Sébastien Faye, Monique Calisti, Simon Pryor, Indrakshi Dey, Maria Pia Fanti, Francesco Malandrino, Chiara Lombardo
Veröffentlicht in: Open Research Europe, Ausgabe 4, 2024, ISSN 2732-5121
Herausgeber: F1000 Research Ltd
DOI: 10.12688/openreseurope.18767.1

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

Autoren: Aycan Beyazıt, Esra; Marquez-Barja, Johann M.; Famaey, Jeroen; Slamnik-Kriještorac, Nina
Veröffentlicht in: IEEE Wireless Communication Letters, 2025, ISSN 2162-2345
Herausgeber: IEEE
DOI: 10.5281/ZENODO.15772752

Conference proceedings (15)

Towards a Generic Middleware-Based Interface for Mobile Communication Simulation

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

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

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

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

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

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

Autoren: Zaki-Hindi, Ayat; Sottet, Jean-Sébastien; TURCANU, Ion; Faye, Sébastien
Veröffentlicht in: IEEE CSCN 2024, 2024
Herausgeber: 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.

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

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

Autoren: Aycan Beyazıt, Esra; Famaey, Jeroen; Beyazıt, Mutlu; Camelo, Miguel
Veröffentlicht in: IEEE PIMRC 2025 conference, 2025
Herausgeber: IEEE
DOI: 10.5281/ZENODO.15772864

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

Autoren: Goez, D., Aycan-Beyazit, E., Slamnik-Kriještorac, N., Marquez-Barja, J., Gaviria, N., Latré, S., & Camelo, M.
Veröffentlicht in: IEEE Latincom 2024, 2024
Herausgeber: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938897

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

Autoren: Jimenez, J., Gavrielides, A., Slamnik-Kriještorac, N., Latré, S., Marquez-Barja, J., & Camelo, M.
Veröffentlicht in: IEEE Latincom 2024, 2024
Herausgeber: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938810

Multi-Objective Route Optimization via Dueling DQN for Teleoperated Driving

Autoren: Zellagui, Iskander; Senouci, Sidi Mohammed; El Korbi, ines; HOSSAIN, Shajjad
Veröffentlicht in: IEEE Globecom 2025, 2025
Herausgeber: IEEE
DOI: 10.5281/ZENODO.17973359

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

Autoren: Troch, A., Limani, X., Camelo, M., Gavrielides, A., Chang, C.-Y., Marquez-Barja, J., & Peeters, M.
Veröffentlicht in: IEEE Latincom 2024, 2024
Herausgeber: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938569

A Functional Framework for Network Digital Twins

Autoren: 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.
Veröffentlicht in: European Conference on Networks and Communications 2025 (EuCNC 2025), Poznan, Poland, 2025
Herausgeber: EUCnC
DOI: 10.5281/ZENODO.15304760

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

Autoren: Ayşe Sayın
Veröffentlicht in: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025
Herausgeber: IEEE
DOI: 10.1109/PIMRC62392.2025.11274774

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

Autoren: 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.
Veröffentlicht in: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium, 2024
Herausgeber: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium
DOI: 10.5281/zenodo.12635244

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

Autoren: Sottet, Jean-Sébastien; Zaki-Hindi, Ayat; TURCANU, Ion; Faye, Sébastien
Veröffentlicht in: IEEE Conference on Standards for Communications and Networking 2025 (IEEE CSCN 2025), 2025
Herausgeber: 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

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

Other (2)

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

Autoren: SNS JU
Veröffentlicht in: 2025
Herausgeber: SNS JU, European Commission

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

Autoren: 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
Veröffentlicht in: SNS JU Technology Board, 2025
Herausgeber: SNS JU
DOI: 10.5281/ZENODO.14623106