SUSTainability-Advanced and Innovative Networking with 6G

Información del proyecto

SUSTAIN-6G

Identificador del acuerdo de subvención: 101191936

DOI

10.3030/101191936

Fecha de la firma de la CE 3 Diciembre 2024

Fecha de inicio 1 Enero 2025

Fecha de finalización 30 Junio 2027

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 13 981 228,75

Aportación de la UE

€ 12 999 999,99

Coordinado por

NOKIA SOLUTIONS AND NETWORKS GMBH AND CO KG
Germany

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 .

Resultado final

Websites, patent fillings, videos etc. (1)

Website and social media

Description of the communications actions of the project; project website gone live, social channels established

Documents, reports (4)

First report on the dissemination, communications, and standardisation achievements

Report on the outcomes and impact of project dissemination, communication and standardisation activities conducted during the first reporting period M01-M15. Captures the intermediate results of T7.1, T7.2, T7.3.

Vertical ecosystem E2E integration – concept and approaches

Detailed concepts and approaches for vertical UCs E2Euse cases, end-to-end integrated with 6G connectivity solutions and technologies, description of use case, sustainability goals & values, and initial results from applying the iterative development approach. Captures initial results from T4.2.

Communications, standardisation, and dissemination plan

Definition of the communications, dissemination, and standardisation plan

Initial description of vertical UCs and requirements

Description of selected vertical UCsuse cases, related key performance and value indicators, a technology gap analysis, initial requirements to 6G technology, and the expected impact to sustainability. Captures T4.1 results.

Publicaciones

Conference proceedings (21)

Photonic Continuity: Sustainable Wired and Wireless Photonics from kilobits per second (kbps) to Petabits per second (Pbps)

Autores: Bouchet, O., Legouable, R., Redieteab, G., Vercasson, G., Barmpounakis, S., & Chiaroni, D.
Publicado en: 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.19049182

On Optimizing Time-, Space- and Power-Domain Energy-Saving Techniques for Sub-6 GHz Massive MIMO Base Stations

Autores: E. Peschiera, Y. Agram, F. Quitin, L. Van der Perre, F. Rottenberg
Publicado en: 2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC), 2025
Editor: IEEE
DOI: 10.1109/SPAWC66079.2025.11143404

Towards a Framework for Dynamic Task Offloading in Real-Time Robotic Applications

Autores: Ali Balador, Mohammad Ashjaei, Madiha Umar, Ahmed Al Bayati, Andrew Williams, Saad Mubeen, Raquel Mini, Klas Nilsson, Karl-Erik Årzen
Publicado en: 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), 2025
Editor: IEEE
DOI: 10.1109/ETFA65518.2025.11205717

A Parametric Power Model of upper Mid-Band (FR3) Base Stations for 6G

Autores: Emanuele Peschiera, Sangbu Yun, Youngjoo Lee, Liesbet Van der Perre, François Rottenberg
Publicado en: ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
Editor: IEEE
DOI: 10.1109/ICASSP55912.2026.11464669

IEEE Globecom 2025 / WS: Green Learning for Wireless Communications

Autores: Lucas Taucoory, Yassine Hadjadj-Aoul, Chaima Ghribi.
Publicado en: 2026
Editor: INRIA.HAL.SCIENCE Web Portal

IoT on the Road to Sustainability: Vehicle or Bandit?

Autores: Jona Cappelle, Liesbet Van der Perre, Emma Fitzgerald, Simon Ravyts, Weronika Gajda, Valentijn De Smedt, Bert Cox, Gilles Callebaut
Publicado en: 2024
Editor: Arxiv
DOI: 10.48550/ARXIV.2601.04817

On Optimizing Time-, Space- and Power-Domain Energy-Saving Techniques for Sub-6 GHz Massive MIMO Base Stations

Autores: Emanuele Peschiera, Youssef Agram, François Quitin, Liesbet Van der Perre, François Rottenberg
Publicado en: 2025
Editor: Arxiv
DOI: 10.48550/ARXIV.2505.15445

IEEE Transactions on Communications

Autores: Emanuele Peschiera, Youssef Agram, François Quitin, Liesbet Van der Perre, François Rottenberg
Publicado en: IEEE Transactions on Communications, 2025
Editor: IEEE
DOI: 10.48550/ARXIV.2505.15445

Green AI for 6G: Quantization of Neural Networks for Predictive Handover from Theory to Practice

Autores: - Lucas Taucoory ([e-mail]) - Chaima Ghribi ([e-mail])
Publicado en: IEEE Globecom 2025 / WS: Green Learning for Wireless Communications, 2025
Editor: IEEE

RF-Powered Batteryless Plant Movement Sensor for Precision Agriculture

Autores: - Gilles Callebaut ([e-mail]) - Jona Capelle ([e-mail]) - Lieven De Strycker ([e-mail]) - Liesbet Van der Perre ([e-mail])
Publicado en: IEEE Sensors 2025
Editor: IEEE
DOI: 10.1109/SENSORS59705.2025.11330430

A Study of On-Device Deep Reinforcement Learning for Task Offloading under Dynamic 5G Channel Conditions

Autores: Gorka Nieto, Idoia De La Iglesia, Unai Lopez-Novoa, Cristina Perfecto, Ali Balador, Mohammad Ashjaei
Publicado en: 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), 2025
Editor: IEEE
DOI: 10.1109/ETFA65518.2025.11205722

Open Radio Access Network Virtualization with Shared Heterogeneous Computing

Autores: Albert Banchs
Publicado en: 2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), 2025
Editor: IEEE
DOI: 10.1109/MSWIM67937.2025.11309201

Projet Européen SUSTAIN 6G: Prochaine Génération réseau mobile intégrant le développment durable

Autores: Olivier Bouchet
Publicado en: 2025
Editor: Research Gate
DOI: 10.13140/RG.2.2.16102.54089

Multi-Generator Continual Learning for Robust Delay Prediction in 6G

Autores: Xiaoyu Lan, Jalil Taghia, Hannes Larsson, Andreas Johnsson
Editor: Arxiv
DOI: 10.48550/ARXIV.2512.07726

Auditing Differential Privacy Guarantees Using Density Estimation

Autores: Antti Koskela, Jafar Aco Mohammadi
Publicado en: 2025 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2025
Editor: IEEE
DOI: 10.1109/SATML64287.2025.00061

Energy-Efficient Secure Cell-Free Massive MIMO Precoding with Power Constraints Per Access Point for Next Generations of Communications

Autores: Steve Sawadogo, Vincent Savaux, Luc Le Magoarou, Matthieu Crussière, Patrick Savelli
Publicado en: 2025 4th International Conference on 6G Networking (6GNet), 2026
Editor: IEEE
DOI: 10.1109/6GNET68413.2025.11314136

Energy-Aware Scheduling in Cloud-Native Environment

Autores: Selome Kostentinos Tesfatsion, Oleg Gorbatov, Xuejun Cai
Publicado en: 2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), 2025, ISSN 1847-358X
Editor: IEEE
DOI: 10.23919/SOFTCOM66362.2025.11197392

Application and Data Placement Solutions for Workloads at the Network Edge

Autores: Riccardo Cinà, Ali Balador, Andrew Williams
Publicado en: 2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), 2025
Editor: IEEE
DOI: 10.1109/MSWIM67937.2025.11309019

Sustainable Wireless Technologies with SUSTAIN 6G

Autores: Olivier Bouchet, Marie-Hélène Hamon, Rodolphe Legouable, Bruno Jahan
Publicado en: 2025 55th European Microwave Conference (EuMC), 2025
Editor: IEEE
DOI: 10.23919/EUMC65286.2025.11235032

RF-Powered Batteryless Plant Movement Sensor for Precision Agriculture

Autores: Jona Cappelle, Jarne Van Mulders, Sarah Goossens, Thomas Reher, Liesbet Van der Perre, Lieven De Strycker, Bram Van de Poel, Gilles Callebaut
Publicado en: 2025 IEEE SENSORS, 2026
Editor: IEEE
DOI: 10.1109/SENSORS59705.2025.11330430

Energy-Efficient Neural Network-Based Handover Prediction in 6G Networks

Autores: Fatma Laribi, Chaima Ghribi, Laurent Ciavaglia
Publicado en: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
Editor: IEEE
DOI: 10.1109/ICMLCN64995.2025.11140041

Peer reviewed articles (5)

Contactless Battery Solution for Sustainable IoT Devices: Assessment of Environmental Impact

Autores: Jona Cappelle, Lieven De Strycker, Liesbet Van der Perre
Publicado en: Electronics, Edición 14, 2025, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/ELECTRONICS14214140

Learning to Quantize and Precode in Massive MIMO Systems for Energy Reduction: a Graph Neural Network Approach

Autores: T. Feys; L. Van der Perre; F. Rottenberg
Publicado en: IEEE journal of selected topics in signal processing: Special Edición on Low-Bit-Resolution Signal Processing: Algorithms, Implementations, and Applications, 2025, ISSN 1941-0484
Editor: Arxiv
DOI: 10.48550/ARXIV.2507.10634

6G for Sustainability: A Drip on the Heatplate, Small Steps With a Big Impact

Autores: Ihsane Gryech, Abdul Saboor, Alexander Marinšek, Franco Minucci, François Rottenberg, Véronique Moeyaert, Bruno Quoitin, Véronique Georlette, Sofie Pollin
Publicado en: IEEE Transactions on Green Communications and Networking, Edición 10, 2026, ISSN 2473-2400
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TGCN.2026.3654530

The TES Framework: Joint Statistical Modeling and Machine Learning for Network KPI Forecasting

Autores: Leonardo Lo Schiavo, Genoveva García, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Publicado en: IEEE Transactions on Network and Service Management, Edición 23, 2026, ISSN 1932-4537
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TNSM.2025.3628788

Contactless Battery Solution for Sustainable IoT Devices: Assessment of Environmental Impact

Autores: Jona Cappelle, Lieven De Strycker, Liesbet Van der Perre
Publicado en: Electronics, Edición 14, 2025, ISSN 2079-9292
Editor: MDPI AG
DOI: 10.3390/ELECTRONICS14214140

Other (3)

IoT on the Road to Sustainability: Vehicle or Bandit?

Autores: J. Cappelle, L. Van der Perre, E. Fitzgerald, S. Ravyts, W. Gadja, V. De Smedt, B. Cox, G. Callebaut
Publicado en: IEEE Internet of Things Magazine, 2024
Editor: IEEE
DOI: 10.48550/ARXIV.2405.20706

SUSTAIN-6G Flyer - Overview of the project

Autores: A. Bienvenu, C. Schmelz, M. Boldi, L. Briguglio
Publicado en: 2025
Editor: SUSTAIN-6G
DOI: 10.5281/ZENODO.15553925

Powering the Future: The Smart Grid transformation for a sustainable tomorrow

Autores: Vincent Audebert, Imane Oussakel,Corina Kim Schindhelm, Daniel Hauer
Publicado en: 2025
Editor: Eurescom Message