5G HarmoniseD Research and TrIals for serVice Evolution between EU and China

Deliverables

The deliverable will finally summarize the work done in WP3. The joint eMBB trial results and evaluation, the spectrum usage analysis on 3.5GHz, and system interoperability analysis will be included in this deliverable. Joint eMBB trial report will be included in this deliverable.

Joint architecture, use cases and spectrum plan

The deliverable will describe the set of selected use cases in the context of the two fundamental project scenarios (eMBB and V2X). This deliverable will also identify the critical modules of the proposed innovative joint architectures and will cover issues related with spectrum harmonisation usage in the EU and in China.

Report on potential vulnerabilities of V2X communications

The deliverable identifies potential vulnerabilities, definition of test setup and procedures for penetration testing, coexistence and performance evaluation of 3GPP and IEEE standards for V2N and V2V communications.

5G-DRIVE Dissemination and Communication Plan

This deliverable will provide the Dissemination and Communication Plan, including objectives of the plan, key target groups, messages that will be communicated, channels and tools, timeline and roles of partners.

First year report of 5G technology and service innovations

This report will summarise the project's technological and service innovation advancements such that these can fully inform Phase 2 implementation, testing and evaluation. A draft version of this Deliverable - Intermediate Report - will be submitted as defined in milestone MS9.

eMBB development and test plan

The deliverable will define the trial plan for eMBB, and in particular for the spectrum band at 3.5GHz. The test will cover massive MIMO beamforming, network slicing, and latency measurement with MEC, transport network and spectrum usage. The test campaign will be defined in this deliverable.

Plan for Standardisation

This plan is the basis for steering and controlling the standardisation activities, including the definition of target outcomes and key performance indicators. MI, Orange and UL will design it according to the priority of the consortium members. Contributing task: T6.3.

Final report of 5G technology and service innovations

This final report of WP5 will provide not only the results obtained for the new technological and service innovation testbed implementations but also an evaluation of these results in terms of technological, operating and performance KPIs. A draft version of this Deliverable - Intermediate Report - will be submitted as defined in milestone MS10.

Final report of architecture and use case implementation

The deliverable shall summarize upon the major architectural findings and will assess the proposed joint architecture by promoting common specifications, requirements, recommendations as well as related best practices. The work should also be relevant to the outcome(s) of the related trials, while emphasis is on the market implementation of selected use cases.

V2X development and test plan

The deliverable describes the implemented 5G V2N and V2V applications for automated vehicles. The document provides test scenarios for evaluating feasibility of the technology.

Final report of V2X trials

The deliverable reports validation and evaluation results of the test scenarios. Benefits of hybrid communication is evaluated. Results of resilience test are reported, vulnerabilities are identified, and countermeasures are proposed. The joint V2X trial report will be included in this deliverable.

Final Report on Standardisation

This report documents the project’s standardisation activities and their outcomes related to the whole project duration. Contributing task: T6.3.

Final Report of Security and Data Protection in Future 5G vehicular networks

This report will highlight the different challenges in terms of secure and privacy-friendly data communications in 5G future vehicular networks. Novel mechanisms for ensuring security and privacy will be proposed and evaluated. A draft version of this Deliverable - Intermediate Report - will be submitted as defined in milestone MS11.

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Publications

Flexible and Efficient DSP-Assisted Subcarrier Multiplexing for an Analog Mobile Fronthaul

Author(s): Philippos Assimakopoulos, Shabnam Noor, Minqi Wang, Hazim Abdulsada, Luiz Anet Neto, Naveena Genay, Philippe Chanclou, Nathan J. Gomes
Published in: IEEE Photonics Technology Letters, 33/5, 2021, Page(s) 267-270, ISSN 1041-1135
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lpt.2021.3056511

A Novel Channel Model and Optimal Beam Tracking Schemes for Mobile Millimeter-Wave Massive MIMO Communications

Author(s): Joydev Ghosh, Huiling Zhu, Huseyin Haci
Published in: IEEE Transactions on Vehicular Technology, 70/7, 2021, Page(s) 7205-7210, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2021.3083635

Network slicing for 5G edge services

Author(s): Michail‐Alexandros Kourtis, Thanos Sarlas, Themis Anagnostopoulos, Sławomir Kukliński, Lechosław Tomaszewski, Michał Wierzbicki, Andreas Oikonomakis, George Xilouris, Ioannis P. Chochliouros, Na Yi, Alexandros Kostopoulos, Harilaos Koumaras
Published in: Internet Technology Letters, e289, 2021, ISSN 2476-1508
Publisher: John Wiley & Sons, Ltd
DOI: 10.1002/itl2.289

Consortium Blockchain for Cooperative Location Privacy Preservation in 5G-Enabled Vehicular Fog Computing

Author(s): Abdelwahab Boualouache, Hichem Sedjelmaci, Thomas Engel
Published in: IEEE Transactions on Vehicular Technology, 70/7, 2021, Page(s) 7087-7102, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2021.3083477

A Perspective of O-RAN Integration with MEC, SON, and Network Slicing in the 5G Era

Author(s): Chih-Lin I, Slawomir Kuklinski, Tao Chen, Latif Ladid
Published in: IEEE Network, 34/6, 2020, Page(s) 3-4, ISSN 0890-8044
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.2020.9277891

End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels

Author(s): Songyan Xue, Yi Ma, Na Yi
Published in: IEEE Transactions on Wireless Communications, 2021, Page(s) 1-1, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3068302

A Flexible Subcarrier Multiplexing System With Analog Transport and Digital Processing for 5G (and Beyond) Fronthaul

Author(s): Shabnam Noor, Philippos Assimakopoulos, Nathan J. Gomes
Published in: Journal of Lightwave Technology, 37/14, 2019, Page(s) 3689-3700, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2019.2918215

Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

Author(s): Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis
Published in: IEEE Transactions on Wireless Communications, 19/4, 2020, Page(s) 2268-2281, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2019.2963667

To learn or not to learn: deep learning assisted wireless modem design

Author(s): S. Xue, A. Li, J. Wang, N. Yi, Y. Ma, R. Tafazolli and T. E. Dodgson
Published in: ZTE Communications, vol. 17, no. 4, December 2019, 2019, Page(s) pp. 3-11, ISSN 1673-5188
Publisher: ZTE
DOI: 10.12142/ztecom.201904002

Phase Modulated Radio-Over-Fiber for Efficient 5G Fronthaul Uplink

Author(s): Emine Moutaly, Philippos Assimakopoulos, Shabnam Noor, Salim Faci, Anne-Laure Billabert, Nathan J. Gomes, Mohamed Lemine Diakite, Colm Browning, Catherine Algani
Published in: Journal of Lightwave Technology, 37/23, 2019, Page(s) 5821-5832, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2019.2940200

Comparison of digital signal processing approaches for subcarrier multiplexed 5G and beyond analog fronthaul

Author(s): Shabnam Noor, Philippos Assimakopoulos, Minqi Wang, Hazim A. Abdulsada, Naveena Genay, Luiz Anet Neto, Philippe Chanclou, Nathan J. Gomes
Published in: Journal of Optical Communications and Networking, 12/3, 2020, Page(s) 62, ISSN 1943-0620
Publisher: Optical Society of America
DOI: 10.1364/jocn.381341

iTaskOffloading: Intelligent Task Offloading for a Cloud-Edge Collaborative System

Author(s): Yixue Hao, Yingying Jiang, Tao Chen, Donggang Cao, Min Chen
Published in: IEEE Network, 33/5, 2019, Page(s) 82-88, ISSN 0890-8044
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mnet.001.1800486

Key Scenarios and Technologies in EU-China V2X Trial Cooperation

Author(s): Tao Chen, Matti Kutila, Yinxiang Zheng, Wei Dei, Jiangzhou Wang
Published in: ZTE communications, 2020, ISSN 1009-6868
Publisher: ZTE

3D Beamforming Technologies and Field Trials in 5G Massive MIMO Systems

Author(s): Jiangzhou Wang, Wei Deng, Xin Li, Huiling Zhu, Manish Nair, Tao Chen, Na Yi, Nathan J. Gomes
Published in: IEEE Open Journal of Vehicular Technology, 1, 2020, Page(s) 362-371, ISSN 2644-1330
Publisher: IEEE
DOI: 10.1109/ojvt.2020.3030774

A New Approach to 5G and MEC Integration

Author(s): Lechosław Tomaszewski, Sławomir Kukliński, Robert Kołakowski
Published in: Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops - MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, 585, 2020, Page(s) 15-24, ISBN 978-3-030-49189-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-49190-1_2

Software-Defined Location Privacy Protection for Vehicular Networks

Author(s): Abdelwahab Boualouache, Ridha Soua, Qiang Tang, Thomas Engel
Published in: Machine Intelligence and Data Analytics for Sustainable Future Smart Cities, 971, 2021, Page(s) 395-411, ISBN 978-3-030-72064-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-72065-0_21

Software-Dened Location Privacy Protection for Vehicular Networks

Author(s): A. Boualouache, R. Soua, T. Qiang, T. Engel
Published in: Machine Intelligence and Data Analytics for Sustainable Future Smart Cities, 2021
Publisher: Springer

Dynamic Resource Allocation and Computation Offloading for Edge Computing System

Author(s): Zheng Chang, Liqing Liu, Xijuan Guo, Tao Chen, Tapani Ristaniemi
Published in: Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops - MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, 585, 2020, Page(s) 61-73, ISBN 978-3-030-49189-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-49190-1_6

On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems

Author(s): Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
Published in: 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, 2020, Page(s) 1-6, ISBN 978-1-7281-4490-0
Publisher: IEEE
DOI: 10.1109/pimrc48278.2020.9217173

Adaptive Power Control with Vehicular Trellis Architecture for Vehicular Communication Systems

Author(s): Akinsola Akinsanya, Manish Nair, Huiling Zhu, Jiangzhou Wang
Published in: 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020, Page(s) 1-5, ISBN 978-1-7281-5207-3
Publisher: IEEE
DOI: 10.1109/vtc2020-spring48590.2020.9129488

Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems

Author(s): Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Mehdi Bennis, Yusheng Ji
Published in: GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, Page(s) 1-6, ISBN 978-1-7281-8298-8
Publisher: IEEE
DOI: 10.1109/globecom42002.2020.9322632

Business models of network slicing

Author(s): Slawomir Kuklinski, Lechoslaw Tomaszewski, Krzysztof Kozlowski, Slawomir Pietrzyk
Published in: 2018 9th International Conference on the Network of the Future (NOF), 2018, Page(s) 39-43, ISBN 978-1-5386-8503-7
Publisher: IEEE
DOI: 10.1109/nof.2018.8597858

V2X Communications for the Support of GLOSA and Intelligent Intersection Applications

Author(s): I.P. Chochliouros, A.S. Spiliopoulou, P. Lazaridis, Z. Zaharis, M.-A. Kourtis, S. Kuklinski, L. Tomazewski, D. Arvanitozisis and A. Kostopoulos
Published in: Workshop on 5G-Putting Intelligence to the Network Edge (5G-PINE 2021) / AIAI-2021 International Conference,, 2021, Page(s) vol.628, pp.138-152, ISBN 978-3-030-79157-5
Publisher: Springer Nature Switzerland AG

A C-V2X/5G Field Study for Supporting Automated Driving

Author(s): M. Kutila, K. Kauvo, P. Pyykönen, X. Zhang, V. Garrido-Martinez, Y. Zheng, S. Xu
Published in: 32nd IEEE Intelligent Vehicles Symposium (IV 21), 2021
Publisher: IEEE Institute of Electrical and Electronic Engineers

Use Cases and Standardisation Activities for eMBB and V2X Scenarios

Author(s): Alexandros Kostopoulos, Ioannis Chochliouros, Jaime Ferragut, Yi Ma, Matti Kutila, Anastasius Gavras, Seppo Horsmanheimo, Kai Zhang, Latif Ladid8, Athanassios Dardamanis, Michail-Alexandros Kourtis
Published in: 2020 IEEE International Conference on Communications Workshops (ICC Workshops 2020), 2020, Page(s) pp.118-122, ISBN 978-1-7281-7440-2
Publisher: IEEE

Beam Squint Exploitation for Linear Phased Arrays in a mmWave Multi-Carrier System

Author(s): Ignas Laurinavicius, Huiling Zhu, Jiangzhou Wang, Yijin Pan
Published in: 2019 IEEE Global Communications Conference (GLOBECOM), 2019, Page(s) 1-6, ISBN 978-1-7281-0962-6
Publisher: IEEE
DOI: 10.1109/globecom38437.2019.9013598

Next-generation communications for V2X applications

Author(s): M. Lu, R. Blokpoel, J. Ferragut, M. Kutila, T. Chen
Published in: The 8th Transport Research Arena (TRA 2020), Paper ID: 350, 2020
Publisher: Finnish Transport and Communications Agency Traficom

On O-RAN, MEC, SON and Network Slicing integration

Author(s): Slawomir Kuklinski, Lechoslaw Tomaszewski, Robert Kolakowski
Published in: 2020 IEEE Globecom Workshops (GC Wkshps, 2020, Page(s) 1-6, ISBN 978-1-7281-7307-8
Publisher: IEEE
DOI: 10.1109/gcwkshps50303.2020.9367527

5G-DRIVE: EU China C-V2X collaboration

Author(s): L. Nykänen, M., Kutila, M. Lankinen
Published in: The 8th Transport Research Arena (TRA 2020), 2020
Publisher: Liikenne- ja viestintävirasto Traficom

Influence of infrastructure antenna location and positioning system availability to open-road C-V2X supported Automated Driving

Author(s): Matti Kutila, Xiaoyun Zhang, Kimmo Kauvo, Victor Garrido Martinez, Juha Karppinen, Lasse Nykänen
Published in: 2021
Publisher: IEEE Institute of Electrical and Electronic Engineers

Novel Test Methods for 5G Network Performance Field Trial

Author(s): Xin Li, Wei Deng, Lei Liu, Yuqi Tian, Hui Tong, Jianhua Liu, Yi Ma, Jiangzhou Wang, Seppo Horsmanheimo, Anastasius Gavras
Published in: 2020 IEEE International Conference on Communications Workshops (ICC Workshops), 2020, Page(s) 1-6, ISBN 978-1-7281-7440-2
Publisher: IEEE
DOI: 10.1109/iccworkshops49005.2020.9145321

Joint Vehicle-Beam Allocation for Reliability and Coverage in Vehicular Communication Systems

5G Trial Cooperation Between EU and China

Author(s): Alexandras Kostopoulos, Ioannis Chochliouros, Athanassios Dardamanis, Olga Segou, Emmanouil Kafetzakis, Ridha Soua, Kai Zhang, Slawomir Kuklinski, Lechoslaw Tomaszewski, Na Yi, Uwe Herzog, Tao Chen, Matti Kutila, Jaime Ferragut
Published in: 2019 IEEE International Conference on Communications Workshops (ICC Workshops), 2019, Page(s) 1-6, ISBN 978-1-7281-2373-8
Publisher: IEEE
DOI: 10.1109/iccw.2019.8756985

C-V2X Supported Automated Driving

Author(s): Matti Kutila, Pasi Pyykonen, Qing Huang, Wei Deng, Wenhui Lei, Emmanuel Pollakis
Published in: 2019 IEEE International Conference on Communications Workshops (ICC Workshops), 2019, Page(s) 1-5, ISBN 978-1-7281-2373-8
Publisher: IEEE
DOI: 10.1109/iccw.2019.8756871

Hybrid User Association with Proactive Auxiliary Intervention for Multitier Cellular Networks

Author(s): Antti Anttonen, Aarne Mammela, Tao Chen
Published in: 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring), 2019, Page(s) 1-6, ISBN 978-1-7281-1217-6
Publisher: IEEE
DOI: 10.1109/vtcspring.2019.8746686

On Unsupervised Deep Learning Solutions for Coherent MU-SIMO Detection in Fading Channels

Author(s): Songyan Xue, Yi Ma, Ang Li, Na Yi, Rahim Tafazolli
Published in: ICC 2019 - 2019 IEEE International Conference on Communications (ICC), 2019, Page(s) 1-6, ISBN 978-1-5386-8088-9
Publisher: IEEE
DOI: 10.1109/icc.2019.8761999

Key Performance Indicators for 5G network slicing

Author(s): Slawomir Kuklinski, Lechoslaw Tomaszewski
Published in: 2019 IEEE Conference on Network Softwarization (NetSoft), 2019, Page(s) 464-471, ISBN 978-1-5386-9376-6
Publisher: IEEE
DOI: 10.1109/netsoft.2019.8806692

SDN-based Pseudonym-Changing Strategy for Privacy Preservation in Vehicular Networks

Author(s): Boualouache, A., Soua, R., and Engel, T.
Published in: 15th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob’19), 2019
Publisher: WiMob’19

Use Cases for developing enhanced Mobile Broadband Services for the promotion of 5G

Author(s): I.P. Chochliouros, A.S. Spiliopoulou, A. Kostopoulos, D. Arvanitozisis, N. Yi, T. Chen, A, Dardamanis, O. Segou, L. Ladid and M.-R. Spada
Published in: Proceedings of the 28th European Conference on Networks and Communications (EuCNC 2019), Special Session No.3, 2019, Page(s) pp.1-5, ISBN 978-1-7281-0545-1
Publisher: IEEE

Enhanced Mobile Broadband as Enabler for 5G: Actions from the Framework of the 5G-DRIVE Project

Author(s): Ioannis P. Chochliouros, Na Yi, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, Nathan Gomes, Uwe Herzog, Tao Chen, Athanassios Dardamanis, Olga Segou, Philippos Assimakopoulos, Klaus Moessner, Juha Jidbeck, Rahim Tafazolli, Latif Ladid
Published in: Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings, 560, 2019, Page(s) 31-45, ISBN 978-3-030-19908-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-19909-8_3

Testbeds for the Implementation of 5G in the European Union: The Innovative Case of the 5G-DRIVE Project

Author(s): Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, Eirini Vasilaki, Uwe Herzog, Athanassios Dardamanis, Tao Chen, Latif Ladid, Marinos Agapiou
Published in: Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings, 560, 2019, Page(s) 78-92, ISBN 978-3-030-19908-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-19909-8_7

VPGA: an SDN-based Location Privacy Zones Placement Scheme for Vehicular Networks

Author(s): Boualouache, A., Soua, R., and Engel, T
Published in: 38th IEEE International Performance Computing and Communications Conference (IPCCC), 2019
Publisher: IEEE International Performance Computing and Communications Conference (IPCCC)

Age of Information-aware Multi-tenant Resource Orchestration in Network Slicing

Author(s): Xianfu Chen, Celimuge Wu, Tao Chen, Nan Wu, Honggang Zhang, Yusheng Ji
Published in: IEEE CBDCom 2019 (Best paper award), 2019
Publisher: Published in IEEE CDBCom 2019 proceeding

Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing

Author(s): Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Tao Chen, Honggang Zhang, Mehdi Bennis
Published in: IEEE Goblecom 2019, 2020
Publisher: Published in IEEE Globecom 2019 proceeding

Dynamic Network Slicing: Challenges and Opportunities

Author(s): I.P. Chochliouros, A.S. Spiliopoulou, P. Lazaridis, A. Dardamanis, Z. Zaharis and A. Kostopoulos
Published in: 5G-PINE 2020 Workshop at 16th Int. Conference on Artificial Intelligence Applications and Innovations, 2020
Publisher: Springer IFIP AICT series

5G Network Slicing Enabling Edge Services

Author(s): Michail-Alexandros Kourtis, Themis Anagnostopoulos, Slawomir Kuklilski, Michal Wierzbicki, Andreas Oikonomakis, George Xilouris, Ioannis P. Chochliouros, Na Yi, Alexandros Kostopoulos, Lechoslaw Tomaszewski, Thanos Sarlas, Harilaos Koumaras
Published in: 2020 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2020, Page(s) 155-160, ISBN 978-1-7281-8159-2
Publisher: IEEE
DOI: 10.1109/nfv-sdn50289.2020.9289880

Cell-free Massive MIMO Systems under Jamming Attack

Author(s): Ramiz Sabbagh, Huiling Zhu, Jiangzhou Wang
Published in: 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Page(s) 1-6, ISBN 978-1-7281-9441-7
Publisher: IEEE
DOI: 10.1109/iccworkshops50388.2021.9473710

Performance evaluation of the OSM orchestrator

Author(s): R. Kołakowski, L. Tomaszewski, S. Kukliński,
Published in: IEEE NFV-SDN’21, 2021
Publisher: IEEE

5G Network Performance Experiments for Automated Car Functions

Author(s): Matti Kutila, Kimmo Kauvo, Petri Aalto, Victor Garrido Martinez, Markku Niemi, Yinxiang Zheng
Published in: 2020 IEEE 3rd 5G World Forum (5GWF), 2020, Page(s) 366-371, ISBN 978-1-7281-7299-6
Publisher: IEEE
DOI: 10.1109/5gwf49715.2020.9221295

Delay and Deployment Cost Optimization of Edge Computing based on C-RAN in Intelligent Plant

Author(s): Ye Xiao, Fucai Luo, Chenglin Zhao, Fangmin Xu, Tao Chen
Published in: 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Page(s) 1-6, ISBN 978-1-7281-9441-7
Publisher: IEEE
DOI: 10.1109/iccworkshops50388.2021.9473552

Correlation-Based Device Energy-Efficient Dynamic Multi-Task Offloading for Mobile Edge Computing

Author(s): Siqi Zhang, Na Yi, Yi Ma
Published in: 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 2021, Page(s) 1-5, ISBN 978-1-7281-8964-2
Publisher: IEEE
DOI: 10.1109/vtc2021-spring51267.2021.9448864

EU-China Joint V2X Trial Results

Author(s): Kutila, M., Kauvo, K., Zheng, Y., Zhang, X. & Garrido Martinez
Published in: Proceedings of the 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit): Special Session 2 – EU-China Collaboration in 5G and Beyond., 2021
Publisher: EUCNC

5G Promotive Actions based upon enhanced Mobile Broadband (EMBB) Communication Trials between the EU and China

Author(s): Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Dimitrios Arvanitozisis, Alexandros Kostopoulos, Na Yi, Nathan Gomes, Tao Chen, Juha Jidbeck, Athanassios Dardamanis, Pavlos Lazaridis, Zaharias Zaharis, Michail-Alexandros Kourtis, Latif Ladid
Published in: 2020 5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), 2020, Page(s) 1-10, ISBN 978-1-7281-6445-8
Publisher: IEEE
DOI: 10.1109/seeda-cecnsm49515.2020.9221805

5G-DRIVE: 5G harmonised research and trials for service evolution between EU and China

Author(s): Latif Ladid (University of Luxembourg)
Published in: International Communications (InterComms), Issue 31 - 2019, 2019
Publisher: International Communications (InterComms)

To Learn or Not to Learn: Deep Learning Assisted Wireless Modem Design

Author(s): Xue, Songyan & Li, A. & Wang, J. & Yi, N. & Ma, Y. & Tafazolli, Rahim & Dodgson, T.
Published in: 2019
Publisher: Cornell University

5G-DRIVE White Paper

Author(s): Adrian Quesada Rodriguez (MI); Renáta Radócz (MI); Cédric Crettaz (MI); Abdelwahab Boualouache (Uni.lu); Ridha Soua (Uni.lu); Sébastien Ziegler (MI), Kinga Képessy (MI), Anna Kourakli (MI)
Published in: 2021
Publisher: 5G-DRIVE

Wiley 5G Ref - The Essential 5G Reference Online

Author(s): S. Kukliński, L. Tomaszewski
Published in: Wiley 5G Ref - The Essential 5G Reference Online, 2019, ISBN 9781119471509
Publisher: IEEE explore
DOI: 10.1002/9781119471509.w5gref094

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