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5G HEalth AquacultuRe and Transport validation trials

Deliverables

Evolved Solution and Verification D6.2

This report is an update of D62 for the second version of the solutions

5G-HEART Network Architecture and Slice Definition

This deliverable presents the test facility configurations for the 5GHEART trials and analyses the needs for use case specific network extensions for all verticals An interim report will be available in M18

Initial Solution and Verification of Transport Use Case Trials

This report will describe the detailed solutions for the trial setups and applications as well as solutions and performance evaluation on proposed advanced PHY/MAC solutions.

Evolved Solution and Verification D5.2

This report is an update of D52 for the second version of the solutions

Project Dissemination Materials

All project dissemination materials will be made and used by Consortium Partners Materials will be updated during the project when needed

Final Solutions for Healthcare Verticals Use of 5G

This report will contain the descriptions of final versions of the application solutions for the healthcare trials including the verification reports

Final Solutions for Aquaculture Vertical Use of 5G

This report will contain the descriptions of final versions of the application solutions for the trials including the verification reports

Initial Solution and Verification of Aquaculture Use Case Trials

This report will describe the detailed solutions for the trial setups and applications.

Technology Evaluation

This deliverable will provide the assessment of the selected KPIs across verticals and 5G facility sites It will provide a detailed description of the conclusions reached during the overall 5G validation efforts in 5GHEART

Preliminary Trials plan

It provides the detailed description of the first trial plans as produced during the initial part of the activity Its purpose is document the planning and facilitate the subsequent enhancement of trial plans

Final Trials plan

This is the final version of the trial plans which will be used to guide the vertical trials

Initial Solution and Verification of Healthcare Use Case Trials

This report will describe the detailed solutions for the trial setups and applications. It will contain verification reports from the on-boarding process and points of improvements. The report may be divided into sub-reports for each use case.

KPI Assessment Tools

This is the final release of the KPI assessment tools

Use Case Description and Scenario Analysis

This deliverable provides high-level descriptions of the project’s use cases and their functional requirements.

Evolved Solution and Verification D4.2

This report is an update of D42 for the second version of the solutions

Final Solutions for Transport Vertical Use of 5G

This report will contain the descriptions of final versions of the solutions for the trials including the verification reports

Project Website

The project website will be opened and the public deliverables will be released in the website

5G HEART Showcases

Three events will be organised. Each one targets one of the vertical industry of 5G-HEART. Results and roadmaps will be presented to technical experts and public at large.

5G HEART Final Event

A final event of 5G HEART will be organised, and international speakers will be invited. The programme of the project final event will be delivered.

Publications

Collective perception messages: New low complexity fusion and V2X connectivity analysis

Author(s): Mouawad, N., Mannoni, V.
Published in: In Proceedings: The 94th IEEE Vehicular Technology Conference (VTC), 2021
Publisher: IEEE

5G Vertical Trials, Use Cases and Scenarios

Author(s): Kim, Haesik
Published in: In Proceedings: IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS), Issue 2, 2022
Publisher: IEEE
DOI: 10.1109/iotais56727.2022.9975928

Association of IoT Devices Using Fuzzy C-Means Clustering and Apriori Algorithms

Author(s): Haesik Kim
Published in: In Proceedings: The 19th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), Issue 1, 2022
Publisher: IEEE
DOI: 10.1109/mass56207.2022.00012

Validating 5G stand-alone slicing advantages through a real life mobility scenario

Author(s): Wissingh, B., Ravesteijn, D., Schwartz, R. S.
Published in: Issue In Proceedings: IEEE Future Networks World Forum (FNWF), 2022
Publisher: IEEE

A Distance-based Agglomerative Clustering Algorithm for Multicast Network Tomography

Author(s): Grigorios Kakkavas, Vasileios Karyotis, Symeon Papavassiliou
Published in: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Page(s) 1-7, ISBN 978-1-7281-5089-5
Publisher: IEEE
DOI: 10.1109/icc40277.2020.9149412

Machine learning-based slice management in 5G networks for emergency scenarios

Author(s): Arora, A., Dimitrovski, T., Litjens, R., Zhang, H.
Published in: In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), 2021
Publisher: EuCNC

Coherent multi-channel ranging for precise localization in narrowband LPWA networks: Performance trials in an indoor environment

Author(s): Berg, V., Dehmas, F., Wolf, F.
Published in: In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), 2021
Publisher: EuCNC

Demo proposal: Tele-operated support over 4G/5G mobile communications

Author(s): Kakkavas, G., Diamanti, M., Gabriel, M., Lahoud, C., Phanindra Akula, S. V. N., Karyotis, V., Moessner, K., Papavassiliou, S.
Published in: In Proceedings: IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021
Publisher: IEEE

Transport use case trials of 5G-HEART project

Author(s): Kim, H., Pinola, J.
Published in: In Proceedings: IEEE 5G for Connected and Automated Mobility (CAM), 2021
Publisher: IEEE

Demo: Proactive low latency video encoding service based on 5G coverage

Author(s): Uitto, M., Heikkinen, A.
Published in: In Proceedings: IEEE Vehicular Networking Conference (VNC), 2021
Publisher: IEEE

Benchmarking of Narrowband LPWA Physical Layer Ranging Technologies

Author(s): Florian Wolf; Kevin Le Deroff; Sebastien de Rivaz; N. Deparis; Francois Dehmas; Jean-Pierre Cances
Published in: In Proceedings: The 16th IEEE Workshop on Positioning Navigation and Communications (WPNC), Issue 1, 2019
Publisher: IEEE
DOI: 10.1109/wpnc47567.2019.8970248

Advanced 5G validation trials across multiple vertical industries: Health, aquaculture and transport

Author(s): Lu, M., Zhang, H., Wissingh, B., Blokpoel, R.
Published in: In Proceedings: The 8th Transport Research Arena (TRA 2020), 2020
Publisher: TRA

A 5 G health use case calling for ecosystem strategies: Resolving technology and business dependencies necessary to kick off the market

Author(s): Ewout Brandsma; Hanne Kristine Hallingby; Per Hjalmar Lehne
Published in: In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), Issue 2, 2021
Publisher: EuCNC
DOI: 10.1109/eucnc/6gsummit51104.2021.9482489

Evaluation of live video streaming performance for low latency use cases in 5G

Author(s): Uitto, M., Heikkinen, A.
Published in: In Proceedings: The 30th European Conference on Networks and Communications (EuCNC), 2021
Publisher: EuCNC

5<sup>th </sup>Generation Health Aquaculture and Transport Validation Trials

Author(s): Kim, Haesik
Published in: Kim , H 2022 , Demo : 5 th  Generation Health Aquaculture and Transport Validation Trials . in 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022 . IEEE Institute of Electrical and Electronic Engineers , 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022 , Seoul , Korea, Republic of , 16/05/22 . https://doi.org/10.1109/ICCWorkshops53, Issue 2, 2022
Publisher: IEEE
DOI: 10.1109/iccworkshops53468.2022.9915025

IoT network intrusion detection with ensemble learners

Author(s): Abdulkareem, S. A., Foh, C. H., Lee, H., Carrez, F., Moessner, K.
Published in: In Proceedings: The 13th International Conference on ICT Convergence (ICTC), 2022
Publisher: ICTC
DOI: 10.1109/ictc55196.2022.9952376

Realistic field trial evaluation of a tele-operated support service for remote driving over 5G

Author(s): Kakkavas, G., Diamanti, M., Nyarko, K. N., Gabriel, M., Karyotis, V., Moessner, K., Papavassiliou, S.
Published in: In Proceedings: IEEE Conference on Standards for Communications and Networking (CSCN), 2022
Publisher: IEEE

Impact of LTE-V2X connectivity on global occupancy maps in a cooperative collision avoidance (CoCA) system

Author(s): Mouawad, N., Mannoni, V., Denis, B., Da Silva, A. P.
Published in: 2021
Publisher: The 93rd IEEE Vehicular Technology Conference (VTC),

ML-based estimation of the number of devices in industrial networks using unlicensed bands

Author(s): Oluwatobi Baiyekusi; Haeyoung Lee; Klaus Moessner
Published in: In Proceedings: The 13th International Conference on ICT Convergence (ICTC), Issue 1, 2022
Publisher: ICTC
DOI: 10.5281/zenodo.7313875

Exploiting and Evaluating Live 360° Low Latency Video Streaming Using CMAF

Author(s): Mikko Uitto, Antti Heikkinen
Published in: 2020 European Conference on Networks and Communications (EuCNC), 2020, Page(s) 276-280, ISBN 978-1-7281-4355-2
Publisher: IEEE
DOI: 10.1109/eucnc48522.2020.9200954

Profiling vehicles for improved small cell beam-vehicle pairing using multi-armed bandit

Author(s): Kose, A., Foh, C. H., Lee, H., Moessner, K.
Published in: In Proceedings: The 12th International Conference on ICT Convergence (ICTC), 2021
Publisher: ICTC

5G Applications in the Transport Vertical

Author(s): Lu, M., Wissingh, B., Ravesteijn, D., Pinola, J., Vahid, S.
Published in: In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), 2022
Publisher: EuCNC

Validation of 5G applications in the transport industry

Author(s): Lu, M., Wissingh, B., Ravesteijn, D., Pinola, J.
Published in: In Proceedings: The 14th European Congress on Intelligent Transport Systems, 2022
Publisher: European congress

Addressing coverage concerns for direct-to-cloud wearables

Author(s): Brandsma, E., Huijgen, H., Gruijters, P., Gonzalez Tejeria, J.
Published in: In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), 2022
Publisher: EuCNC

Wireless Capsule Video Endoscopy For Population-Based Colon Cancer Screening Using 5G network

Author(s): Ali Khaleghi; Hemin Qadir; Per-Hjalmar Lehne; Ilangko Balasingham
Published in: 2022 16th European Conference on Antennas and Propagation (EuCAP), Issue 16, 2022, Page(s) 1-5
Publisher: IEEE
DOI: 10.23919/eucap53622.2022.9769195

Advanced 5G validation trials across multiple vertical industries: Health, aquaculture and transport

Author(s): Lu, M., Zhang, H., Wissingh, B., Blokpoel, R.
Published in: : The 8th Transport Research Arena (TRA 2020), 2020
Publisher: TRA 2020

Accurate Narrowband LPWA Ranging: Principles, Performance in AWGN and Multipath Channels

Author(s): Florian Wolf, Sebastien de Rivaz, Francois Dehmas, Valerian Mannoni, Vincent Berg, Jean-Pierre Cances
Published in: 2020 European Conference on Networks and Communications (EuCNC), 2020, Page(s) 149-153, ISBN 978-1-7281-4355-2
Publisher: IEEE
DOI: 10.1109/eucnc48522.2020.9200944

5G network requirement analysis and slice dimensioning for sustainable vehicular services

Author(s): Kakkavas, G., Diamanti, M., Stamou, A., Karyotis, V., Papavassiliou, S., Bouali, F., Moessner, K.
Published in: In Proceedings: The 17th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2021
Publisher: DCOSS

Experimental evaluation of a traffic warning system based on accurate driver condition assessment and 5G connectivity

Author(s): Apilo, O., Pinola, J., Ahola, R., Kemppainen, J., Happonen, J
Published in: 2021
Publisher: The 93rd IEEE Vehicular Technology Conference (VTC)

Design of traffic signal priority control strategy for C-ITS services

Author(s): Lu, M., Nagalur Subraveti, H.
Published in: In Proceedings: 28th World Congress on Intelligent Transport Systems, 2022
Publisher: World congress

Evaluating 5G uplink performance in low latency video streaming

Author(s): Mikko Uitto; Antti Heikkinen
Published in: In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), Issue 1, 2022
Publisher: EuCNC
DOI: 10.1109/eucnc/6gsummit54941.2022.9815703

Prediction of TOA-based localization accuracy using CRLB and 3D buildings with field trial validation

Author(s): Villien, C., Deparis, N., Mannoni, V., De Rivaz, S.
Published in: In Proceedings: The 31st European Conference on Networks and Communications (EuCNC), 2022
Publisher: EuCNC

Smart intersection for CCAM services

Author(s): Lu, M., Nagalur Subraveti, H., Ni, Y.-C., Wang, M.
Published in: In Proceedings: The 14th European Congress on Intelligent Transport Systems, 2022
Publisher: European congress

5G vertical use cases and trials of transportation

Author(s): Kim, H., Pinola, J., Apilo, O.
Published in: In Proceedings: The 32nd International Telecommunication Networks and Applications Conference (ITNAC), 2022
Publisher: ITNAC

C-V2X network slicing framework for 5G-enabled vehicle platooning applications

Author(s): Lekidis, A., Bouali, F
Published in: 2021
Publisher: The 93rd IEEE Vehicular Technology Conference (VTC)

LTE-V2X performance evaluation for cooperative collision avoidance (CoCA) systems

Author(s): Arturo Guizar, Valerian Mannoni, Federico Poli, Benoit Denis, Vincent Berg
Published in: 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall), 2020, Page(s) 1-5, ISBN 978-1-7281-9484-4
Publisher: IEEE
DOI: 10.1109/vtc2020-fall49728.2020.9348621

Potential 5G applications for connected vehicles: Use cases, opportunities and challenges

Author(s): Lu, M., Bouali, F
Published in: 2020
Publisher: The 27th ITS World Congress

Teleoperated support for remote driving over 5G mobile communications

Author(s): Kakkavas, G., Nyarko, K. N., Lahoud, C., Kuehnert, D., Kueffner, P., Gabriel, M., Diamanti, M., Karyotis, V., Moessner, K., Papavassiliou, S.
Published in: 2022
Publisher: In Proceedings: The 2nd IEEE International Mediterranean Conference on Communications and Networking (MeditCom)
DOI: 10.1109/meditcom55741.2022.9928745

Performance Analysis of K Means Clustering Algorithms for mMTC Systems

Author(s): Haesik Kim
Published in: 2020 International Conference on Information and Communication Technology Convergence (ICTC), 2020, Page(s) 30-35, ISBN 978-1-7281-6758-9
Publisher: IEEE
DOI: 10.1109/ictc49870.2020.9289287

Impact of LTE-V2X Connectivity on Global Occupancy Maps in a Cooperative Collision Avoidance (CoCA) System

Author(s): Nadia Mouawad; Valerian Mannoni; Benoit Denis; Alex Pereira da Silva
Published in: In Proceedings: The 93rd IEEE Vehicular Technology Conference (VTC), Issue 1, 2021
Publisher: IEEE
DOI: 10.1109/vtc2021-spring51267.2021.9449034

Multi-frequency phase difference of arrival for precise localization in narrowband LPWA networks

Author(s): Wolf, F., Berg, V., Dehmas, F., Mannoni, V., De Rivaz, D
Published in: 2021
Publisher: The 2021 IEEE International Conference on Communications (ICC)

Future network traffic matrix synthesis and estimation based on deep generative models

Author(s): Kakkavas, G., Kalntis, M., Karyotis, V., Papavassiliou, S.
Published in: In Proceedings: The 30th International Conference on Computer Communications and Networks (ICCCN), 2021
Publisher: ICCC

Signal Recovery Technique Using Recurrent Neural Network in Interference Environment

Author(s): Kim, Haesik
Published in: In Proceedings: The 12th International Conference on ICT Convergence (ICTC), Issue 1, 2021
Publisher: ICTC
DOI: 10.1109/ictc52510.2021.9621098

Pre-hospital triage improvement for ambulances via 5G video and vital data communication

Author(s): Zhang, H., Toh, Y., Martin Soroa, I., Morris, D., Roukens, M.-P.
Published in: In Proceedings: IEEE Future Networks World Forum (FNWF), 2022
Publisher: IEEE

Topology inference and link parameter estimation based on end-to-end measurements

Author(s): Kakkavas, G., Karyotis, V., Papavassiliou, S.
Published in: Future Internet, 2022, ISSN 1999-5903
Publisher: MDPI

Beam-Based Mobility Management in 5G Millimetre Wave V2X Communications: A Survey and Outlook

Author(s): Abdulkadir Kose; Haeyoung Lee; Chuan Heng Foh; Mehrdad Dianati
Published in: IEEE Open Journal of Intelligent Transportation Systems, Vol 2, Pp 347-363 (2021), Issue 1, 2021, ISSN 2687-7813
Publisher: IEEE
DOI: 10.1109/ojits.2021.3112533

Design, development, and evaluation of 5G-enabled vehicular services: The 5G-HEART perspective

Author(s): Kakkavas, G., Diamanti, M., Stamou, A., Karyotis, V., Bouali, F., Pinola, J., Apilo, O., Papavassiliou, S., Moessner, K.
Published in: Sensors, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)

5G for Vehicular Use Cases: Analysis of Technical Requirements, Value Propositions and Outlook

Author(s): Bouali, F., Pinola, J., Karyotis, V., Wissingh, B., Mitrou, M., Krishnan, P., Moessner, K.
Published in: IEEE Open Journal of Intelligent Transport Systems (OJ-ITS), 2021, ISSN 2687-7813
Publisher: IEEE

Multi-Timescale QoE Provisioning for Adaptive Video Streaming in Heterogeneous Deployments

Author(s): Faouzi Bouali, Klaus Moessner, Michael Fitch
Published in: IEEE Transactions on Vehicular Technology, Issue 70/2, 2021, Page(s) 1894-1909, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2021.3055490

Machine Learning to Improve Multi-Hop Searching and Extended Wireless Reachability in V2X

Author(s): Manuel Eugenio Morocho-Cayamcela, Haeyoung Lee, Wansu Lim
Published in: IEEE Communications Letters, Issue 24/7, 2020, Page(s) 1477-1481, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2020.2982887

Energy-Efficient QoE-Driven Strategies for Context-Aware RAT Selection

Author(s): Faouzi Bouali, Klaus Moessner, Michael Fitch
Published in: IEEE Transactions on Green Communications and Networking, Issue 4/3, 2020, Page(s) 858-872, ISSN 2473-2400
Publisher: IEEE
DOI: 10.1109/tgcn.2020.2966449

6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities

Author(s): Md. Noor-A-Rahim; Zilong Liu; Haeyoung Lee; Mohammad Omar Khyam; Jianhua He; Dirk Pesch; Klaus Moessner; Walid Saad; H. Vincent Poor
Published in: Proceedings of the IEEE, Issue 1, 2022, ISSN 0018-9219
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jproc.2022.3173031

Intellectual Property Rights

METHODS FOR LOCATING A CONNECTED OBJECT BY PHASE DIFFERENCES OF ARRIVAL IN AN LPWA NETWORK

Application/Publication number: 21 173649
Date: 2021-05-12

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