Open cooperative 5G experimentation platforms for the industrial sector Network Applications

Project Information

5G-INDUCE

Grant agreement ID: 101016941

DOI

10.3030/101016941

Project closed

EC signature date 8 December 2020

Start date 1 January 2021

End date 30 June 2024

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost

€ 8 023 775,00

EU contribution

€ 5 999 817,50

Coordinated by

CONSORZIO NAZIONALE INTERUNIVERSITARIO PER LE TELECOMUNICAZIONI
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (13)

5G platform design and requirements in support of Industrial sector NetApps

Report containing the conclusive design and list of requirements the technological and business validation approaches of adopted 5G technology platform the key stakeholder groups and their role with regards to the platform and NetApp deployment

Publishable Final Report

Final project report addressing all key achievements, outcomes and activities as well as plans for beyond the project duration

Dissemination, communication and standardization activities - Version a

Yearly report summarising the dissemination communication and standardisation activities including plans for following period Version a

Targeted use cases and NetApp related requirements

List of targeted use cases the related technical requirements and the linked business performance indicators for the industrial player the MNOs and the NetApp providersdevelopers

Description of the Experimentation Facilities

Description of the set-up experimentation facilities including the 5G back- front-haul infrastructure, the connectivity technologies and the industrial sector infrastructure with the attached IoT and edge processing capabilities.

Dissemination, communication and standardization activities - Version c

Yearly report summarizing the dissemination, communication and standardization activities including plans for following period - Version c

5G-INDUCE Showcasing of Industrial Network App use case scenarios

The final demonstration activities are presented here and followed if applicable by related presentation material.

5G technology and strategic investment sectors in Industry 4.0

Publishable report that identifies the key 5G technologies that enable various strategic sectors in Industry 4.0 to offer increased benefits in terms of performance, productivity safety and security.

Use case specific NetApps for the Industry 4.0 sector

Report on the final release of all use case NetApps that are delivered to T6.1 for validation and T6.3 for showcasing purposes. (includes a publishable version).

Dissemination, communication and standardization activities - Version b

Yearly report summarizing the dissemination, communication and standardization activities including plans for following period - Version b

Testbed structure, validation and performance estimation outcomes

Provides the description of the DevOps testbed and the processes followed for the nApp use case adaptation and verification. Then provides the validation and nApp performance evaluation outcomes from the studies over both the DevOps testbed and the related ExFas and for each of the validated nApp use case.

The 5G-INDUCE orchestration framework platform

The final and updated version of the 5G orchestration platform including all key features and capabilities. (Includes publishable version in the form of a white paper)

New business models and market potentials

Presentation of the extracted business models and individual plans of the industrial beneficiaries of 5G-INDUCE.

Open Research Data Pilot (1)

Data Management Plan

Detailed Data Management Plan formulated based on the Guidelines on Open Access to Scientific Publications and Research Data in Horizon 2020

Publications

Peer reviewed articles (18)

E2E network slice management framework for 5G multi-tenant networks

Author(s): Enrique Chirivella-Perez, Pablo Salva-Garcia, Ignacio Sanchez-Navarro, Jose M. Alcaraz-Calero, Qi Wang
Published in: Journal of Communications and Networks, Issue 25, 2023, Page(s) 392-404, ISSN 1229-2370
Publisher: Korean Institute of Communication Sciences
DOI: 10.23919/jcn.2023.000019

Efficient CNN-based low-resolution facial detection from UAVs

Author(s): Julio Diez-Tomillo, Ignacio Martinez-Alpiste, Gelayol Golcarenarenji, Qi Wang, Jose M. Alcaraz-Calero
Published in: Neural Computing and Applications, Issue 36, 2024, Page(s) 5847-5860, ISSN 0941-0643
Publisher: Springer Verlag
DOI: 10.1007/s00521-023-09401-3

ANNs going beyond time series forecasting: An urban network perspective

Author(s): J. F. Pajo, G. Kousiouris, D. Kyriazis, R. Bruschi, F. Davoli
Published in: IEEE Communications Magazine, Issue vol. 59, no. 5, May 2021, 2021, Page(s) 88-94, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2000990

Dynamics of Research into Modeling the Power Consumption of Virtual Entities Used in the Telco Cloud

Author(s): Etienne-Victor Depasquale, Franco Davoli, Humaira Rajput
Published in: Sensors, Issue 23, 2024, Page(s) 255, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23010255

VentQsys: Low-cost open IoT system for $$CO_2$$ monitoring in classrooms

Author(s): Rafael Fayos-Jordan, Jaume Segura-Garcia, Antonio Soriano-Asensi, Santiago Felici-Castell, Jose M. Felisi, Jose M. Alcaraz-Calero
Published in: Wireless Networks, Issue 27, 2021, Page(s) 5313-5327, ISSN 1022-0038
Publisher: Baltzer Science Publishers B.V.
DOI: 10.1007/s11276-021-02799-5

Multi-site Resource Allocation in a QoS-Aware 5G Infrastructure

Author(s): Raffaele Bolla; Roberto Bruschi; Franco Davoli; Chiara Lombardo; Jane Frances Pajo
Published in: IEEE Transactions on Network and Service Management, 2022, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2022.3151468

Face Verification Algorithms for UAV Applications: An Empirical Comparative Analysis

Author(s): Julio Diez-Tomillo, Jose M. Alcaraz-Calero, Qi Wang
Published in: Journal of Communications Software and Systems, Issue 20, 2024, Page(s) 1-12, ISSN 1845-6421
Publisher: University of Split
DOI: 10.24138/jcomss-2023-0165

Smartphone-based real-time object recognition architecture for portable and constrained systems

Author(s): I. Martinez-Alpiste, G. Golcarenarenji, Q. Wang, J. Alcaraz Calero
Published in: Journal of Real-Time Image Processing, 2021, ISSN 1861-8200
Publisher: Springer Verlag
DOI: 10.1007/s11554-021-01164-1

Drones in B5G/6G Networks as Flying Base Stations

Author(s): Georgios Amponis, Thomas Lagkas, Maria Zevgara, Georgios Katsikas, Thanos Xirofotos, Ioannis Moscholios, Panagiotis Sarigiannidis
Published in: Drones, Issue 6, 2024, Page(s) 39, ISSN 2504-446X
Publisher: MDPI
DOI: 10.3390/drones6020039

Flow Assignment and Processing on a Distributed Edge Computing Platform

Author(s): Franco Davoli; Mario Marchese; Fabio Patrone
Published in: IEEE Transactions on Vehicular Technology, 2022, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2022.3172792

Edge Computational Offloading for Corrosion Inspection in Industry 4.0

Author(s): Mohamed Khadmaoui-Bichouna, Gelayol Golcarenarenji, Ignacio Martinez-Alpiste, Jose M. Alcaraz Calero
Published in: IEEE Internet of Things Magazine, Issue 5, 2024, Page(s) 116-120, ISSN 2576-3180
Publisher: IEEE
DOI: 10.1109/iotm.001.2200203

Introducing a New TCP Variant for UAV networks following comparative simulations

Author(s): George Amponis, Thomas Lagkas, Konstantinos Tsiknas, Panagiotis Radoglou-Grammatikis, Panagiotis Sarigiannidis
Published in: Simulation Modelling Practice and Theory, Issue 123, 2024, Page(s) 102708, ISSN 1569-190X
Publisher: Elsevier BV
DOI: 10.1016/j.simpat.2022.102708

Machine-Learning-Based Carbon Dioxide Concentration Prediction for Hybrid Vehicles

Author(s): David Tena-Gago, Gelayol Golcarenarenji, Ignacio Martinez-Alpiste, Qi Wang, Jose M. Alcaraz-Calero
Published in: Sensors, Issue 23, 2023, Page(s) 1350, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031350

Illumination-Aware Image Fusion for Around-The-Clock Human Detection in Adverse Environments from Unmanned Aerial Vehicle

Author(s): Gelayol Golcarenarenji; Ignacio Martinez-Alpiste; Qi Wang; Jose Maria Alcaraz-Calero
Published in: Expert Systems with Applications, Issue Volume 204, 2022, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2022.117413

Design, Implementation, and Empirical Validation of a Framework for Remote Car Driving Using a Commercial Mobile Network

Author(s): Javier Saez-Perez, Qi Wang, Jose M. Alcaraz-Calero, Jose Garcia-Rodriguez
Published in: Sensors, Issue 23, 2023, Page(s) 1671, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031671

Optimized Joint Allocation of Radio, Optical, and MEC Resources for the 5G and Beyond Fronthaul

Author(s): Thomas Lagkas, Dimitrios Klonidis, Panagiotis Sarigiannidis, Ioannis Tomkos
Published in: IEEE Transactions on Network and Service Management, Issue 18, 2022, Page(s) 4639-4653, ISSN 1932-4537
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2021.3094789

Anchored self‐similar 3D Gauss‐Markov mobility model for ad hoc routing scenarios

Author(s): George Amponis, Thomas Lagkas, Vasileios Argyriou, Ioannis Moscholios, Maria Zevgara, Savvas Ouzounidis, Panagiotis Sarigiannidis
Published in: IET Networks, Issue 12, 2023, Page(s) 250-259, ISSN 2047-4954
Publisher: John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology
DOI: 10.1049/ntw2.12089

Federated learning for 5G-enabled infrastructure inspection with UAVs

Author(s): Alexios Lekidis
Published in: Energy Informatics, Issue 5, 2022, ISSN 2520-8942
Publisher: Springer
DOI: 10.1186/s42162-022-00254-z

Conference proceedings (15)

An AI Framework for Fostering 6G towards Energy Efficiency

Author(s): Raffaele Bolla, Roberto Bruschi, Franco Davoli, Lorenzo Ivaldi, Chiara Lombardo, Beatrice Siccardi
Published in: 2022 61st FITCE International Congress Future Telecommunications: Infrastructure and Sustainability (FITCE), 2023, Page(s) 1-6
Publisher: IEEE
DOI: 10.23919/fitce56290.2022.9934697

Empirical Comparison of Face Verification Algorithms from UAVs

Author(s): Julio Diez-Tomillo, Jose M. Alcaraz-Calero, Qi Wang
Published in: 2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Issue 10, 2023, Page(s) 1-6
Publisher: IEEE
DOI: 10.23919/softcom58365.2023.10271666

Next-Gen Industry 4.0 with 5G: Enabling Secure and High-Performance Services for Critical Infrastructure

Author(s): Julio Diez-Tomillo, Javier Saez-Perez, Ignacio Martinez-Alpiste, Christina Lessi, Thanos Xirofotos, Kiatos Athanasios, Dimitrios Klonidis, Jose M. Alcaraz-Calero, Qi Wang
Published in: 2024 7th International Balkan Conference on Communications and Networking (BalkanCom), Issue 8, 2024, Page(s) 249-253
Publisher: IEEE
DOI: 10.1109/balkancom61808.2024.10557207

A Stochastic Knapsack Model for Energy Efficient Management of Multi-Server Queues

Author(s): Raffaele Bolla, Roberto Bruschi, Alessandro Carrega, Franco Davoli, Chiara Lombardo, Beatrice Siccardi
Published in: 2024 7th International Balkan Conference on Communications and Networking (BalkanCom), Issue 47, 2024, Page(s) 224-229
Publisher: IEEE
DOI: 10.1109/balkancom61808.2024.10557204

5G RAN service classification using Long Short Term Memory Neural Network

Author(s): Mohamed Khadmaoui-Bichouna, Jose M. Alcaraz-Calero, Qi Wang
Published in: 2024 International Wireless Communications and Mobile Computing (IWCMC), 2024, Page(s) 467-472
Publisher: IEEE
DOI: 10.1109/iwcmc61514.2024.10592379

5G-Enabled NetApp for Predictive Maintenance in Critical Infrastructures

Author(s): Sofia Giannakidou, Panagiotis Radoglou-Grammatikis, Sotirios Koussouris, Minas Pertselakis, Nikolaos Kanakaris, Alexios Lekidis, Konstantinos Kaltakis, Maria P. Koidou, Chrysi Metallidou, Konstantinos E. Psannis, Sotirios Goudos, Panagiotis Sarigiannidis
Published in: 2022 5th World Symposium on Communication Engineering (WSCE), 2022, Page(s) 129-132
Publisher: IEEE
DOI: 10.1109/wsce56210.2022.9916037

A Zero-Touch as-a-Service Active Monitoring Framework for Virtualized Network Environments

Author(s): Alireza Mohammadpour; Chiara Lombardo; Raffaele Bolla; Roberto Bruschi; Franco Davoli; Lorenzo Ivaldi
Published in: 2022 4th International Workshop on Performance Evaluation of Next Generation Virtualized Environments and Software-Defined Networks, in conjunction with IEEE NetSoft 2022, Milan, Italy, June 2022, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6966212

Evaluating Urban Network Activity Hotspots through Granular Cluster Analysis of Spatio-Temporal Data

Author(s): J. F. Pajo, G. Kousiouris, D. Kyriazis, R. Bruschi, F. Davoli
Published in: 17th International Conference on Network and Service Management (CNSM 2021), Izmir, Turkey, Issue Oct. 2021, 2021, Page(s) 417-421, ISBN 978-3-903176-36-2
Publisher: IEEE
DOI: 10.23919/cnsm52442.2021.9615584

Machine-Learning-Based 5G Network Function Scaling via Black- and White-Box KPIs

Author(s): Raffaele Bolla, Roberto Bruschi, Franco Davoli, Chiara Lombardo, Jane Frances Pajo, Beatrice Siccardi
Published in: 2023 21st Mediterranean Communication and Computer Networking Conference (MedComNet), 2023, Page(s) 143-150
Publisher: IEEE
DOI: 10.1109/medcomnet58619.2023.10168859

Transfer Learning-Enabled IoT System for Continuous Prediction of Vehicle CO₂ Concentration

Author(s): Mohammad Al Selek, David Tena-Gago, Jose M. Alcaraz-Calero, Qi Wang
Published in: 2023 IEEE International Smart Cities Conference (ISC2), 2023
Publisher: IEEE
DOI: 10.1109/isc257844.2023.10293394

The 5G-INDUCE European Project: Smart-safety proliferation as an Industry 4.0 Enabler

Author(s): Panagiotis Zikos, Stathis Vlachos, Despina Tomkou, George Tsironis
Published in: 4th Symposium on Circular Economy and Sustainbility, 2023
Publisher: Technical University of Crete

From cloud-native to 5G-ready vertical applications: An industry 4.0 use case

Author(s): R. Bolla, R. Bruschi, K, Burow, F. Davoli, Z. Ghrairi, P. Gouvas, C. Lombardo, J. F. Pajo, A. Zafeiropoulos
Published in: Proc. IEEE Intern. Conf. on High Performance Switching and Routing (HPSR), Paris, France, Issue June 2021, 2021, ISBN 978-1-6654-4005-9
Publisher: IEEE
DOI: 10.1109/hpsr52026.2021.9481826

Trading off Power Consumption and Delay in the Execution of Network Functions by Dynamic Activation of Processing Units

Author(s): Raffaele Bolla; Roberto Bruschi; Alessandro Carrega; Franco Davoli; Chiara Lombardo
Published in: 2022 1st International Workshop on Network Energy Efficiency in the Softwarization Era, in conjunction with IEEE NetSoft 2022, Milan, Italy, June 2022, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6965735

A Multi-Tenant System for 5/6G Testbed as-a-Service

Author(s): Raffaele Bolla, Roberto Bruschi, Chiara Lombardo, Sergio Mangialardi, Alireza Mohammadpour, Ramin Rabbani, Beatrice Siccardi
Published in: 2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS), 2023, Page(s) 768-773
Publisher: IEEE
DOI: 10.1109/comsnets56262.2023.10041360

Collecting mobile network radio parameters using consumer CPE modem

Author(s): Rok Ušaj, Rudolf Sušnik, Luka Korsic, Janez Sterle
Published in: Proceedings of the 31st International Electrotechnical and Computer Science Conference ERK 2022, 2022, Page(s) 123-126, ISSN 2591-0442
Publisher: IEEE Slovenia section

Other (1)

Innovation Trends in I4.0 enabled by 5G and Beyond Networks

Author(s): Lorenzo, Manuel; Tomkos, Ioannis; Bernardos, Carlos J.; de la Oliva, Antonio; Gavras, Anastasius; Gavrielides, Andreas; Gómez Barquero, David; Fernandez, Andrea; Mollà, Marc; Landernas, Krister; del Portillo, Alejandro; Bosani, Enrica; Kanakaris, Nikolaos; Landi, Giada; Stamatelatos, Makis; Koumaras, Vaios; Koumaras, Harilaos; Tsolkas, Dimitrios; Sierra, Enrique; Kanterakis, George; Kämpfer, Ja
Published in: 5G-PPP White papers, 2023
Publisher: 5GPPP
DOI: 10.5281/zenodo.8367578

Non-peer reviewed articles (1)

5G-Enabled AGVS for industrial and logistics environments

Author(s): Andrea Fernández Sierra; Raúl Lozano; Iván Ibáñez; David Gomez-Barquero; Manuel Lorenzo; Manuel Fuentes
Published in: Waves Magazine, Issue 1, 2021, ISSN 1889-8297
Publisher: iTEAM, Universitat Politecnica de Valencia
DOI: 10.5281/zenodo.6966240