Secure 5G-Enabled Twin Transition for Europe's TIMBER Industry Sector

Información del proyecto

5G-TIMBER

Identificador del acuerdo de subvención: 101058505

DOI

10.3030/101058505

Proyecto cerrado

Fecha de la firma de la CE 18 Mayo 2022

Fecha de inicio 1 Junio 2022

Fecha de finalización 31 Octubre 2025

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 9 935 115,83

Aportación de la UE

€ 7 984 101,00

Coordinado por

TALLINNA TEHNIKAÜLIKOOL
Estonia

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

Documents, reports (27)

Further road map report
Final data management report
Initial integration report of 5G NPN lab implementation
Initial data management report
Wood house factory pilot report
Final specification of functional and technical requirements of 5G NPN implementations for pilots and beyond

Final specification of functional and technical requirements of 5G NPN implementations for pilots and beyond - final version broadened to SME lead manufacturing

Final KPIs definition report
Final descriptions of use cases with expected outcomes and impact projections to 3 target domains
Final AI-driven edge computing and precise localization demonstrator
Initial specification of functional and technical requirements of 5G NPN implementations for pilots and beyond

Initial specification of functional and technical requirements of 5G NPN implementations for pilots and beyond - first version of report focusing on pilots UC

Commercial clustering ecosystem development report
Initial report on standardisation activities
Initial 5G TIMBER data flow architecture for the circular material and production process management
5G TIMBER Market analysis report
Initial KPIs definition report
Final report on standardisation activities
Construction use case and waste treatment pilot report
Final report on Dissemination, Communication and Clustering activities

Final report on Dissemination, Communication and Clustering activities. This report will summarise the dissemination and communication activities taking place between M19 and M36. Moreover, this report will also summarise and assess the impact of the networking and joint activities (as per task T6.4) completed by the 5G-TIMBER consortium with other relevant international organisations and projects on the topic of 5G and smart manufacturing.

Initial descriptions of use cases with expected outcomes and impact projections to 3 target domains
Report of production optimization and waste reduction proposal for machinery, factory assembly and construction services
Data and ethics management plan
Sawmill and machinery production pilot report
Initial AI-driven edge computing and precise localization demonstrator
Dissemination, Communication and Clustering Plan

Dissemination, Communication and Clustering Plan. This report will describe the dissemination and communication strategy as well as engagement plan with other “sister” projects. It will also outline the dissemination materials including website development and social media accounts.

Policy recommendations report
Intermediate report on Dissemination, Communication and Clustering activities

Intermediate report on Dissemination, Communication and Clustering activities. This report will summarise all dissemination and communication activities undertaken by the 5G-TIMBER consortium members in task T6.1 (i.e. scientific papers, attendance at various events and conferences, newsletters, press releases, social media activities, website) in the first 18 months of the project. In addition, this report will give an overview of the networking and joint activities (as described in task T6.4) completed by the 5G-TIMBER consortium in the first 18 months of the project in order to generate enhanced collaborations with other relevant international organisations and projects in the are of 5G and smart manufacturing.

Final 5G TIMBER data flow architecture for the circular material and production process management

Demonstrators, pilots, prototypes (7)

Final digitalized predictive lifecycle analytic services and hardware demonstrator for selected timber processing local platforms
Final wood product chain data exchange software prototype
Initial wood product chain data exchange software prototype
Initial digitalized predictive lifecycle analytic services and hardware demonstrator for selected timber processing local platforms
Final operational DT AR solution for piloting
Initial operational DT AR solution for piloting
Final integration report of 5G NPN lab implementation

Data sets, microdata, etc (2)

Output database for selected wood parts and timber components: moisture contents and temperatures, moisture induced strains and stresses and crack risk
Input database for selected wood parts and timber components: material properties, representative environmental conditions and loads

Publicaciones

Conference proceedings (14)

Adaptive Low-Complexity Multiple Access Scheme for Green Downlink Multi-User Multi-Antenna Systems

Autores: Osama Elgarhy, Luca Reggiani, Muhammad Mahtab Alam
Publicado en: IEEE Future Networks World Forum 2025 (IEEE FNWF2025), 2025
Editor: IEEE

Energy Efficiency and Connectivity Maximization for Massive Machine Type Communication in Multi-Cell NOMA

Autores: Aamir Latif, Osama Elgarhy, Yannick Le Moullec, Muhammad Mahtab Alam
Publicado en: 2024 19th Biennial Baltic Electronics Conference (BEC), 2024
Editor: IEEE
DOI: 10.1109/BEC61458.2024.10737950

Tight Coupling of GNSS and IMU using Extended Kalman Filtering

Autores: Usman Muhammad Babri, Muhammad Irfan Haider Jillani, Rizwan Ahmad, Muhammad Mahtab Alam
Publicado en: 2024 19th Biennial Baltic Electronics Conference (BEC), 2024
Editor: IEEE
DOI: 10.1109/BEC61458.2024.10737945

Enhanced Decision Mechanism for RAN Subslicing in Management Closed Control Loop

Autores: M. Kulmar, I. Müürsepp, M. M. Alam
Publicado en: The International Conference on Fog and Mobile Edge Computing Workshops (FMECW2023): The International Workshop on Cellular and Industrial Edge AI (CIEAI 2023), Tartu, Estonia, 2023, ISBN 979-8-3503-1697-1
Editor: IEEE
DOI: 10.1109/FMEC59375.2023.10306223

Reconfigurable Intelligent Surfaces in Dynamic Rich Scattering Environments: BiLSTM-Based Optimization for Accurate User Localization

Autores: Anum Umer, Ivo Müürsepp, Muhammad Mahtab Alam
Publicado en: 2024 3rd International Conference on 6G Networking (6GNet), 2024
Editor: IEEE
DOI: 10.1109/6GNET63182.2024.10765779

Automatic NLOS Classification from Virtual 3D City Models

Autores: I. Müürsepp, M. M. Alam
Publicado en: The International Conference on Fog and Mobile Edge Computing Workshops (FMECW2023): The International Workshop on Cellular and Industrial Edge AI (CIEAI 2023), Tartu, Estonia, 2023, ISBN 979-8-3503-1697-1
Editor: IEEE
DOI: 10.1109/FMEC59375.2023.10306158

Inertial and positioning sensors fusion for indirect location tracking in warehouse inventory management

Autores: Aleksei Fjodorov, Sander Ulp, Muhammad Mahtab Alam, Alar Kuusik
Publicado en: International Conference on Control, Automation and Diagnosis (ICCAD’23), Rome-Italy, 2023, ISSN 2767-9896
Editor: IEEE
DOI: 10.1109/ICCAD57653.2023.10152404

Enhancing Fingerprinting-Based 5G Positioning Accuracy with Directionally Transmitted Synchronization Signals

Autores: Ivo Müürsepp, Muhammad Mahtab Alam
Publicado en: 2024 19th Biennial Baltic Electronics Conference (BEC), 2024
Editor: IEEE
DOI: 10.1109/BEC61458.2024.10737987

Performance Evaluation of UWB Active-Passive Two-Way Ranging Distance Estimation Matrix Weighting Methods

Autores: Laadung, Taavi; Ulp, Sander; Alam, Muhammad Mahtab; Le Moullec, Yannick
Publicado en: Indoor Positioning and Indoor Navigation 2022 (IPIN 2022), 2022, ISSN 1613-0073
Editor: CEUR-WS.org
DOI: 10.5281/zenodo.7716718

Hygro-thermal modeling of timber bridge decks considering the effect of solar radiation

Autores: Fortino, Stefania, Hradil, Petr, Avikainen, Timo, Koski, Keijo
Publicado en: Forum Wood Building Nordic 2022, Helsinki, Finland, 2022
Editor: FORUM HOLZBAU
DOI: 10.5281/zenodo.10206229

Integrated Approach to Predict Deterioration of Mechanical Properties of Decaying Wood

Autores: Petr Hradil; Stefania Fortino
Publicado en: World Conference on Timber Engineering 2023, 2023, ISBN 978-1-71387-327-3
Editor: WCTE
DOI: 10.52202/069179-0073

Energy Consumption Evaluation of NOMA-based Sustainable Scheduling in 6G O-RAN

Autores: Aamir Latif, Osama Elgarhy, Yannick Le Moullec, Muhammad Mahtab Alam
Publicado en: 2024 International Wireless Communications and Mobile Computing (IWCMC), 2024
Editor: IEEE
DOI: 10.1109/IWCMC61514.2024.10592553

Detection of Cracks in a Sawblade by Eddy Current Measurements

Autores: Olev Martens, Raul Land, Margus Metshein, Anar Abdullayev, Henri Vennikas, Yannick Le Moullec
Publicado en: 2024 19th Biennial Baltic Electronics Conference (BEC), 2024
Editor: IEEE
DOI: 10.1109/BEC61458.2024.10737981

Inter O-DUs coordination for scheduling of massive users in O-RAN

Autores: Aamir Latif, Muhammad Mahtab Alam, Yannick Le Moullec
Publicado en: 2023 European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit 2023), Gothenburg, Sweden, 2023, ISSN 2575-4912
Editor: IEEE
DOI: 10.5281/zenodo.10206259

Peer reviewed articles (16)

Integrating digital factory twin and AI for monitoring manufacturing systems through synthetic data generation and vision transformers

Autores: Marcello Urgo; Walter Terkaj
Publicado en: CIRP Annals, 2025, ISSN 1726-0604
Editor: Elsevier
DOI: 10.1016/J.CIRP.2025.04.037

Adaptive Extended Kalman Filter Position Estimation Based on Ultra-Wideband Active-Passive Ranging Protocol

Autores: T. Laadung, S. Ulp, A. Fjodorov, M. M. Alam and Y. Le Moullec
Publicado en: Access, Edición vol. 11, pp. 92575-92588, 2023, ISSN 2169-3536
Editor: IEEE
DOI: 10.1109/access.2023.3308696

DAAG-SNP: Energy Efficient Distance and Angulation-Based Agglomerative Clustering for Sink Node Placement

Autores: Maria Hanif, Rizwan Ahmad, Waqas Ahmed, Micheal Drieberg, Muhammad Mahtab Alam
Publicado en: IEEE Open Journal of the Communications Society, Edición 5, 2024, ISSN 2644-125X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2024.3421901

Physics-based simulation framework for Digital Twin applications: Machine parameter tuning for handling of lumber in the wood industry

Autores: Francesco Berardinucci, Marco Rossoni, Giorgio Colombo, Marcello Urgo
Publicado en: Robotics and Computer-Integrated Manufacturing, Edición 98, 2025, ISSN 0736-5845
Editor: Elsevier BV
DOI: 10.1016/J.RCIM.2025.103144

Energy Efficiency and Latency Optimization for IoT URLLC and mMTC Use Cases

Autores: Elgarhy, Osama; Reggiani, Luca; Alam, Muhammad Mahtab; Zoha, Ahmed; Ahmad, Rizwan; Kuusik, Alar
Publicado en: IEEE Access, 2024, ISSN 2169-3536
Editor: IEEE
DOI: 10.1109/ACCESS.2024.3364349

Accurate Indirect 3D localization of Markerless Industrial Products

Autores: A. Fjodorov, S. Ulp, T. Laadung, A. Kuusik and M. M. Alam
Publicado en: IEEE Sensors Journal, Edición Early Access, 2025, ISSN 1530-437X
Editor: IEEE
DOI: 10.1109/JSEN.2025.3614998

Proceedings of the Estonian Academy of Sciences

Autores: Olev Märtens; Raul Land; Margus Metshein; Anar Abdullayev; Henri Vennikas; Yannick Le Moullec; Marek Rist
Publicado en: Proceedings of the Estonian Academy of Sciences, Edición 74(2s), 2025, ISSN 1736-6046
Editor: Estonian Academy Publishers
DOI: 10.3176/PROC.2025.2S.06

Management Closed Control Loop Automation for Improved RAN Slice Performance by Subslicing

Autores: Marika Kulmar, Muhammad Mahtab Alam, Ivo Müürsepp
Publicado en: IEEE Access, Edición 12, 2024, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2024.3433475

Heuristic Radio Access Network Subslicing with User Clustering and Bandwidth Subpartitioning

Autores: Kulmar, M.; Müürsepp, I.; Alam, M.M.
Publicado en: Sensors , Edición 2023, 23, 4613, 2023, ISSN 1424-8220
Editor: MDPI
DOI: 10.3390/S23104613

Reconfigurable Intelligent Surfaces in 6G Radio Localization: A Survey of Recent Developments, Opportunities, and Challenges

Autores: Anum Umer, Ivo Müürsepp, Muhammad Mahtab Alam, Henk Wymeersch
Publicado en: IEEE Communications Surveys & Tutorials, 2025, ISSN 1553-877X
Editor: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/COMST.2025.3536517

Detection of surface defects in metals: a case study

Autores: Olev Märtens, Raul Land, Margus Metshein, Anar Abdullayev, Henri Vennikas, Yannick Le Moullec, Marek Rist
Publicado en: Proceedings of the Estonian Academy of Sciences, Edición 74, 2025, ISSN 1736-6046
Editor: Estonian Academy Publishers
DOI: 10.3176/PROC.2025.2S.06

UWB and GNSS Sensor Fusion Using ML-Based Positioning Uncertainty Estimation

Autores: Mihkel Tommingas; Taavi Laadung; Sander Varbla; Ivo Müürsepp; Muhammad Mahtab Alam
Publicado en: IEEE Open Journal of the Communications Society, 2025, ISSN 2644-125X
Editor: IEEE
DOI: 10.1109/OJCOMS.2025.3554352

DL-AoD Estimation-Based 5G Positioning Using Directionally Transmitted Synchronization Signals

Autores: Ivo Müürsepp, Muhammad Mahtab Alam
Publicado en: Sensors, Edición 25, 2025, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.3390/S25206372

Analysis of elastic and plastic behaviour in untreated pine wood under scratch test loads combining X-ray computed tomography and finite element simulations

Autores: Helena Ronkainen, Tero Harjupatana, Arttu Miettinen, Viacheslav Balobanov, Martti Venäläinen, Anni Harju, Veikko Möttönen, Stefania Fortino
Publicado en: Journal of Materials Science, Edición 61, 2026, ISSN 0022-2461
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S10853-025-12141-5

UWB Positioning Integrity Estimation Using Ranging Residuals and ML Augmented Filtering

Autores: Mihkel Tommingas; Muhammad Mahtab Alam; Ivo Müürsepp; Sander Ulp
Publicado en: IEEE Journal of Indoor and Seamless Positioning and Navigation, 2024, ISSN 2832-7322
Editor: IEEE
DOI: 10.1109/JISPIN.2024.3418296

Towards Optimal Placement & Runtime Migration of Time-Sensitive Services of Connected and Automated Vehicles

Autores: Elgarhy, Osama; Le Moullec, Yannick; Reggiani, Luca; Azeem, Muhammad Moazam; Taleb, Tarik; Alam, Muhammad Mahtab; Elgarhy, Osama Mohamed Mostafa
Publicado en: IEEE Open Journal of Vehicular Technology, 2024, ISSN 2644-1330
Editor: IEEE
DOI: 10.1109/OJVT.2024.3496583

Other (2)

X-ray tomography-based simulation of the plastic behaviour of scratched pine wood

Autores: Fortino, S., Ronkainen, H., Balobanov, V., Harjupatana, T., & Miettinen, A.
Publicado en: ECCOMAS Thematic Conference on Computational Methods in Wood Mechanics – from Material Properties to Timber Structures (CompWood 2025), 2025
Editor: Zenodo
DOI: 10.5281/ZENODO.17304900

Sustainable Scheduling for Ultra Massive Machine Type Communication Using NOMA in 6G O-RAN

Autores: Latif, A., Alam, M. M., Elgarhy, O., Le Moullec, Y.
Publicado en: European Conference on Networks and Communications & 6G Summit 2024 (EuCNC 2024), 2024
Editor: Zenodo
DOI: 10.5281/ZENODO.13958059