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

Informacje na temat projektu

6G-TWIN

Identyfikator umowy o grant: 101136314

DOI

10.3030/101136314

Data podpisania przez KE 6 Grudnia 2023

Data rozpoczęcia 1 Stycznia 2024

Data zakończenia 31 Grudnia 2026

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 4 190 678,75

Wkład UE

€ 3 999 647,50

Koordynowany przez

LUXEMBOURG INSTITUTE OF SCIENCE AND TECHNOLOGY
Luxembourg

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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.).

Publikacje

Peer reviewed articles (4)

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

Autorzy: Camelo, Miguel
Opublikowane w: IEEE Transactions on Vehicular Technology, 2025, ISSN 1939-9359
Wydawca: IEEE
DOI: 10.5281/ZENODO.15665537

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

Autorzy: 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
Opublikowane w: IEEE Open Journal of the Communications Society, 2026, ISSN 2644-125X
Wydawca: 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

Autorzy: Regis Decorme, Sébastien Faye, Monique Calisti, Simon Pryor, Indrakshi Dey, Maria Pia Fanti, Francesco Malandrino, Chiara Lombardo
Opublikowane w: Open Research Europe, Numer 4, 2024, ISSN 2732-5121
Wydawca: F1000 Research Ltd
DOI: 10.12688/openreseurope.18767.1

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

Autorzy: Aycan Beyazıt, Esra; Marquez-Barja, Johann M.; Famaey, Jeroen; Slamnik-Kriještorac, Nina
Opublikowane w: IEEE Wireless Communication Letters, 2025, ISSN 2162-2345
Wydawca: IEEE
DOI: 10.5281/ZENODO.15772752

Conference proceedings (15)

Towards a Generic Middleware-Based Interface for Mobile Communication Simulation

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

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

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

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

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

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

Autorzy: Zaki-Hindi, Ayat; Sottet, Jean-Sébastien; TURCANU, Ion; Faye, Sébastien
Opublikowane w: IEEE CSCN 2024, 2024
Wydawca: 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.

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

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

Autorzy: Aycan Beyazıt, Esra; Famaey, Jeroen; Beyazıt, Mutlu; Camelo, Miguel
Opublikowane w: IEEE PIMRC 2025 conference, 2025
Wydawca: IEEE
DOI: 10.5281/ZENODO.15772864

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

Autorzy: Goez, D., Aycan-Beyazit, E., Slamnik-Kriještorac, N., Marquez-Barja, J., Gaviria, N., Latré, S., & Camelo, M.
Opublikowane w: IEEE Latincom 2024, 2024
Wydawca: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938897

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

Autorzy: Jimenez, J., Gavrielides, A., Slamnik-Kriještorac, N., Latré, S., Marquez-Barja, J., & Camelo, M.
Opublikowane w: IEEE Latincom 2024, 2024
Wydawca: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938810

Multi-Objective Route Optimization via Dueling DQN for Teleoperated Driving

Autorzy: Zellagui, Iskander; Senouci, Sidi Mohammed; El Korbi, ines; HOSSAIN, Shajjad
Opublikowane w: IEEE Globecom 2025, 2025
Wydawca: IEEE
DOI: 10.5281/ZENODO.17973359

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

Autorzy: Troch, A., Limani, X., Camelo, M., Gavrielides, A., Chang, C.-Y., Marquez-Barja, J., & Peeters, M.
Opublikowane w: IEEE Latincom 2024, 2024
Wydawca: IEEE Latincom 2024
DOI: 10.5281/zenodo.13938569

A Functional Framework for Network Digital Twins

Autorzy: 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.
Opublikowane w: European Conference on Networks and Communications 2025 (EuCNC 2025), Poznan, Poland, 2025
Wydawca: EUCnC
DOI: 10.5281/ZENODO.15304760

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

Autorzy: Ayşe Sayın
Opublikowane w: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025
Wydawca: IEEE
DOI: 10.1109/PIMRC62392.2025.11274774

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

Autorzy: 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.
Opublikowane w: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium, 2024
Wydawca: EuCNC & 6G Summit 2024 (EUCNC), Antwerp, Belgium
DOI: 10.5281/zenodo.12635244

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

Autorzy: Sottet, Jean-Sébastien; Zaki-Hindi, Ayat; TURCANU, Ion; Faye, Sébastien
Opublikowane w: IEEE Conference on Standards for Communications and Networking 2025 (IEEE CSCN 2025), 2025
Wydawca: 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

Autorzy: Zaki-Hindi, Ayat; Sottet, Jean-Sébastien; Kumar, Sumit; TURCANU, Ion; Faye, Sébastien
Opublikowane w: IEEE Global Communications Conference (GLOBECOM) 2025, 2025
Wydawca: IEEE Global Communications Conference (GLOBECOM) 2025
DOI: 10.5281/ZENODO.17086137

Other (2)

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

Autorzy: SNS JU
Opublikowane w: 2025
Wydawca: SNS JU, European Commission

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

Autorzy: 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
Opublikowane w: SNS JU Technology Board, 2025
Wydawca: SNS JU
DOI: 10.5281/ZENODO.14623106