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SmarT mObility, media and e-health for toURists and citizenS

Deliverables

Robotic, Media and Smart Cities solutions for Touristic Cities

This deliverable will describe the use cases selected for the touristic city scenario (robotic, media, smart city applications) and their implementation on the 5G-TOURS platform.

5G-enabled solutions for mobility-efficient cities

This deliverable will describe the technology that will support the use cases on mobility efficiency.

Baseline architecture and deployment objectives

Baseline architecture and deployment description based on 5G-EVE; description of technical objectives for 5G-TOURS technologies

Use cases, deployment and techno-economic requirements– high level description

This deliverable will describe the use cases design, requirements specification and technologies (software and hardware identification) for the three cities. It will also analyse the preliminary deployment and economic implications. It’s the first version to feed other tasks in order to initiate them on a solid basis.

Touristic city use cases, safe city use cases, mobility-efficient city use cases – final version

This deliverable will describe the system design and the requirements specification for each of the platforms where the use cases will be deployed. This document provides the basis for other WP tasks to commence.

First report on innovation management, dissemination, standards and exploitation plans

This deliverable reports the complete set of activities towards dissemination, standardisation and impact assessment performed in the project during the first year along with a first view of the achieved objectives of exploitation of the partners.

5G-enabled solutions for safe cities

This deliverable will describe the use cases selected for the safety scenario and their implementation on 5G-TOURS platform

Technologies, architecture and deployment initial progress

Assessment of the initial progress of the project’s overall architecture, technologies and infrastructure deployment

Evaluation methodology

This document provides a detailed description of the methodology to be used for the evaluation of the use case trials developed in 5G-TOURS.

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Publications

Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management

Author(s): Dario Bega, Marco Gramaglia, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Published in: IEEE Communications Magazine, 58/6, 2020, Page(s) 32-38, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.1900653

5G New Radio Evaluation Against IMT-2020 Key Performance Indicators

Author(s): Manuel Fuentes, Jose Luis Carcel, Christiane Dietrich, Lang Yu, Eduardo Garro, Volker Pauli, Fotis I. Lazarakis, Ole Grondalen, Omer Bulakci, Jian Yu, Werner Mohr, David Gomez-Barquero
Published in: IEEE Access, 8, 2020, Page(s) 110880-110896, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3001641

A Unified Service-Based Capability Exposure Framework for Closed-Loop Network Automation

Author(s): Marco Gramaglia, Marton Kajo, Christian Mannweiler, Ömer Bulakci, Qing Wei
Published in: Transactions on Emerging Telecommunications Technologies, 21613915, 2022, ISSN 2161-3915
Publisher: Wiley
DOI: 10.1002/ett.4598

vrAIn: Deep Learning based Orchestration for Computing and Radio Resources in vRANs

Author(s): Ayala Romero, José A.; García Saavedra, Andrés; Gramaglia, Marco; Banchs Roca, Albert; Costa-Pérez, Xavier; Alcaraz, Juan J.
Published in: EEE Transactions on Mobile Computing, 2020, ISSN 1536-1233
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmc.2020.3043100

METHOD FOR QOE MONITORING AND INCREASING IN CELLULAR NETWORKS BASED ON QOE-TO-QOS MAPPING USING SPLINE-APPROXIMATION

Author(s): Jamil Al Azzeh; Roman Odarchenko; Anastasiia Abakumova; Serhii Bondar
Published in: EURASIP Journal on Wireless Communications and Networking, 16871499, 2022, ISSN 1687-1499
Publisher: Springer
DOI: 10.5281/zenodo.6958003

Experimenting with open source tools to deploy a multi-service and multi-slice mobile network

Author(s): Gines Garcia-Aviles, Marco Gramaglia, Pablo Serrano, Francesco Gringoli, Sergio Fuente-Pascual, Ignacio Labrador Pavon
Published in: Computer Communications, 150, 2020, Page(s) 1-12, ISSN 0140-3664
Publisher: Elsevier BV
DOI: 10.1016/j.comcom.2019.11.003

A 5G Mobile Network Architecture to Support Vertical Industries

Author(s): Albert Banchs, David M. Gutierrez-Estevez, Manuel Fuentes, Mauro Boldi, Silvia Provvedi
Published in: IEEE Communications Magazine, 57/12, 2019, Page(s) 38-44, ISSN 0163-6804
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.1900258

Resource Allocation for Network Slicing in Mobile Networks

Author(s): Albert Banchs; Gustavo de Veciana; Vincenzo Sciancalepore; Xavier Costa-Perez
Published in: instname:IMDEA Networks Institute, 1, 2020, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3040949

LINKS BETWEEN 5G PPP PROJECTS: THE ROAD FROM THE PASTTO THE FUTURE

Author(s): Roman Odarchenko, Giorgi Labadze
Published in: Scientific and Practical Cyber Security Journal (SPCSJ) 5(2): 45-50 ISSN 2587- 4667, 2021, ISSN 2587-4667
Publisher: Scientific Cyber Security Association (SCSA)
DOI: 10.5281/zenodo.6548619

DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting

Author(s): Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Published in: IEEE Journal on Selected Areas in Communications, 38/2, 2020, Page(s) 361-376, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2019.2959245

AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms

Author(s): Dario Bega; Marco Gramaglia; Ramon Perez; Marco Fiore; Albert Banchs; Xavier Costa-Perez
Published in: instname:Universidad Carlos III de Madrid (UC3M), 1, 2020, ISSN 0890-8044
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6548574

The concept of a channeling system for satellite mobile communication for media delivery with increased efficiency

Author(s): Roman Odarchenko, Alexander Didenk, Konstantin Sunduchkov, Oleksii Verhovets, Vladislav Fesenko, Andrii Fesenko
Published in: 16th InternationalConferenceon AdvancedTrendsinRadioelectronics, TelecommunicationsandComputer Engineering(TCSET), 2022, ISBN 978-1-6654-6861-9
Publisher: IEEE
DOI: 10.1109/tcset55632.2022.9767051

vrAIn - A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs

Author(s): Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Published in: The 25th Annual International Conference on Mobile Computing and Networking, 2019, Page(s) 1-16, ISBN 9781450361699
Publisher: ACM
DOI: 10.1145/3300061.3345431

Single Frequency Networks for 5G Broadcast: a Software Defined Radio Experiment

Author(s): Álvaro Ibáñez, Manuel Fuentes, Borja Iñesta, David Gomez-Barquero, Diarmuid Collins and Joao Santos
Published in: IEEE BMSB 2020, 2020
Publisher: IEEE

The Touristic Sector in the 5G Technology Era:The 5G-TOURS Project Approach

Author(s): Luca Vignaroli, Marco Gramaglia, Manuel Fuentes, Antonino Casella, Roman Odarchenko, Lorenzo Natale, Baruch Altman and Francesco D'Andria
Published in: IEEE Globecom Workshop, 2020
Publisher: IEEE Globecom

Advanced method for QoE evaluation and improvement in modern cellular networks

Author(s): Roman Odarchenko, Anastasiia Abakumova, Serhii Bondar, Yuri Bogachuk
Published in: PICS&T, 2020
Publisher: IEEE

5G Broadcast implementation and demonstration in an SDR laboratory experiment

Author(s): Alvaro Ibañez, Manuel Fuentes, Borja Iñesta, David Gomez-Barquero, Diarmuid Collins
Published in: IEEE BMSB, 2020
Publisher: IEEE

Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis

Author(s): Márquez Colas, María Cristina; Gramaglia, Marco; Fiore, Marco; Banchs Roca, Albert; Smoreda, Zbigniew
Published in: IEEE MedComNet, Jun 2020, Arona, Italy, 1, 2020
Publisher: IEEE
DOI: 10.1109/medcomnet49392.2020.9191477

Constrained Network Slicing Games: Achieving service guarantees and network efficiency

Author(s): Zheng, Jiaxiao; De Veciana, Gustavo; Banchs Roca, Albert
Published in: WiOpt, 1, 2020
Publisher: IEEE

Trading Accuracy for Privacy in Machine Learning Tasks: An Empirical Analysis

Author(s): Vittorio Prodomo; Roberto Gonzalez; Marco Gramaglia;
Published in: IEEE CNS, 2021, ISBN 978-1-6654-4496-5
Publisher: IEEE
DOI: 10.1109/cns53000.2021.9729036

Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond

Author(s): M. Gramaglia, V. Sciancalepore. F.J. Fernandez-Maestro, R. Perez, P. Serrano, and A. Banchs
Published in: IEEE CAMAD, 2020
Publisher: IEEE

AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing

Author(s): Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
Published in: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, 2020, Page(s) 794-803, ISBN 978-1-7281-6412-0
Publisher: IEEE
DOI: 10.1109/infocom41043.2020.9155299

The case for serverless mobile networking

Author(s): Gramaglia, Marco; Serrano Yáñez-Mingot, Pablo; Banchs Roca, Albert; García Avilés, Ginés; García-Saavedra, Andrés; Pérez, Ramón
Published in: IFIP Networking, 2, 2020
Publisher: IEEE

Broadcast-Multicast Single Frequency Network versus Unicast in Cellular Systems

Author(s): Juan Vargas (IMT Atlantique & Enensys Technologies, France); Cédric Thienot and Christophe Burdinat (Enensys Technologies, France); Xavier Lagrange (IMT Atlantique & IRISA, Université Bretagne Loire, France)
Published in: WiMob 2020, 2020
Publisher: WiMob

Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond

Author(s): Marco Gramaglia, Vincenzo Sciancalepore, Francisco J. Fernandez-Maestro, Ramon Perez, Pablo Serrano, Albert Banchs
Published in: 2020 IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2020, Page(s) 1-6, ISBN 978-1-7281-6339-0
Publisher: IEEE
DOI: 10.1109/camad50429.2020.9209260

Introduction to DICOM-RTV: a new standard for real-time video communication in hospitals

Author(s): Saad El Jaouhari
Published in: IEEE Healthcom, 2019
Publisher: IEEE

Demo - vrAIn Proof-of-Concept -- A Deep Learning Approach for Virtualized RAN Resource Control

Author(s): Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
Published in: The 25th Annual International Conference on Mobile Computing and Networking, 2019, Page(s) 1-3, ISBN 9781450361699
Publisher: ACM
DOI: 10.1145/3300061.3343370

3GPP Enhancements for Television Services: LTE-based 5G Terrestrial Broadcast

Author(s): David Gomez-Barquero, Jordi Joan Gimenez, Roland Beutler
Published in: Encyclopedia of Electrical and Electronics Engineering, 2020
Publisher: Wiley

QoE estimation methodology for 5G use cases

Author(s): Odarchenko, Roman; Dyka, Tetiana;
Published in: QoE Estimation Methodology for 5G Use Cases, 2021
Publisher: Springer
DOI: 10.5281/zenodo.6548612

Development of a system for registration and monitoring of UAVs using 5G cellular networks

Author(s): Roman Odarchenko, Yaroslav Horban,  Oleksandr Volkov, Mykola Komar, Dmytro Voloshenyuk
Published in: Lecture Notes on Data Engineering and Communications Technologies, 2020
Publisher: Springer