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6G: The Next Frontier [article]

Emilio Calvanese Strinati, Sergio Barbarossa, José Luis Gonzalez-Jimenez, Dimitri Kténas, Nicolas Cassiau, Cédric Dehos
2019 arXiv   pre-print
, like hologram interfaces, ambient sensing intelligence, a pervasive introduction of artificial intelligence and the incorporation of technologies, like TeraHertz (THz) or Visible Light Communications  ...  The goal of this paper is to motivate the need to move to a sixth generation (6G) of mobile communication networks, starting from a gap analysis of 5G, and predicting a new synthesis of near future services  ...  Section III focuses on a comprehensive vision of 6G, where a pervasive introduction of Artificial Intelligence and a holistic management of C4 resources are shown to represent a paradigm shift with respect  ... 
arXiv:1901.03239v2 fatcat:ihlihekw5veqplifo4pprot6nm

Towards 6G Networks: Use Cases and Technologies [article]

Marco Giordani, Michele Polese, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
2020 arXiv   pre-print
Therefore, this article discusses technologies that will evolve wireless networks towards a sixth generation (6G), and that we consider as enablers for several potential 6G use cases.  ...  Reliable data connectivity is vital for the ever increasingly intelligent, automated and ubiquitous digital world.  ...  , for both access and backhaul, and on the disaggregation and virtualization of the networking equipment. • Integrating Intelligence in the Network: we expect 6G to bring intelligence from centralized  ... 
arXiv:1903.12216v2 fatcat:l7inniy44jfntmgxlgvi3xepvi

Table of Contents

2022 IEEE Communications Surveys and Tutorials  
INTERNET TECHNOLOGIES Holistic Network Virtualization and Pervasive Network Intelligence for 6G (Invited Paper) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Yuntao Wang, Zhou Su, Jianbing Ni, Ning Zhang, and Xuemin Shen 160 AI Models for Green Communications Towards 6G . . . . . . . . . . . . . .  ... 
doi:10.1109/comst.2022.3150672 fatcat:fakmumg3cjachc3k6jcjbln7le

The Roadmap to 6G – AI Empowered Wireless Networks [article]

Khaled B. Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang
2019 arXiv   pre-print
In this article, we discuss potential technologies for 6G to enable mobile AI applications, as well as AI-enabled methodologies for 6G network design and optimization.  ...  In particular, 6G will go beyond mobile Internet and will be required to support ubiquitous AI services from the core to the end devices of the network.  ...  THE ARCHITECTURE OF 6G NETWORKS In this section, we introduce a potential architecture for 6G as shown in Fig. 2 , in which network intelligentization, subnetwork evolution, and intelligent radio are  ... 
arXiv:1904.11686v2 fatcat:34hysdm7pfd2jioixdx7tcqwgy

Security and trust in the 6G era

Volker Ziegler, Peter Schneider, Harish Viswanathan, Michael Montag, Satish Kanugovi, Ali Rezaki
2021 IEEE Access  
Signorini and J. Urban for their comments on an early draft of this article. They would also like to thank A. Hu for helping with the preparation of the manuscript.  ...  ACKNOWLEDGMENT The authors would like to thank a number of colleagues at Nokia Bell Labs with whom they had numerous discussions about security and trust for the 2030s.  ...  Holistic and automated security management and orchestration must be complemented by automated, self-adaptive, intelligent security controls across the 5G network and across all the layers of the architectural  ... 
doi:10.1109/access.2021.3120143 fatcat:g5iqzb224zbq3kmsjqph5ygz5a

The Road Towards 6G: A Comprehensive Survey [article]

Wei Jiang, Bin Han, Mohammad Asif Habibi, Hans Dieter Schotten
2021 arXiv   pre-print
First, we attempt to answer the question of "Is there any need for 6G?"  ...  This survey is intended to serve as an enlightening guideline to spur interests and further investigations for subsequent research and development of 6G communications systems.  ...  been reported, i.e., Global Ubiquitous Connectability, Enhanced On-Board Communications, and Pervasive Intelligence. 3) Using a holistic methodology, three novel usage sce- narios for 6G are proposed  ... 
arXiv:2102.01420v1 fatcat:7pexxlo3pjfwlls6dl4lvh77iq

6G Security Challenges and Potential Solutions

Pawani Porambage, Gurkan Gur, Diana Pamela Moya Osorio, Madhusanka Livanage, Mika Ylianttila
2021 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit)  
In order to contribute to these efforts and delineate the security and privacy aspects of 6G networks, we survey how security may impact the envisioned 6G wireless systems with the possible challenges  ...  Although the fifth generation wireless networks are yet to be fully investigated, the vision and key elements of the 6th generation (6G) ecosystem have already come into discussion.  ...  The Commission is not responsible for any use that may be made of the information it contains.  ... 
doi:10.1109/eucnc/6gsummit51104.2021.9482609 fatcat:g34wueejyzcqzjnhirvyuyejnm

Toward 6G TKμ Extreme Connectivity: Architecture, Key Technologies and Experiments [article]

Xiaohu You, Yongming Huang, Shengheng Liu, Dongming Wang, Junchao Ma, Wei Xu, Chuan Zhang, Hang Zhan, Cheng Zhang, Jiao Zhang, Jin Li, Min Zhu (+12 others)
2022 arXiv   pre-print
The proposed 6G network architecture and technological framework demonstrate exciting potentials for full-service and full-scenario applications.  ...  To this end, an original three-layer 6G network architecture is designed to realise uniform full-spectrum cell-free radio access and provide task-centric agile proximate support for diverse applications  ...  Specifically, a conceptual architecture for 6G was designed with two key elements, i.e., holistic virtualisation and pervasive intelligence [21] .  ... 
arXiv:2208.01190v1 fatcat:3rq2ackzwjgkjhpo5j6osp7azq

6G Network AI Architecture for Everyone-Centric Customized Services [article]

Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Ping Zhang, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, Sherman Shen, Hamid Aghvami, Geoffrey Y Li (+42 others)
2022 arXiv   pre-print
The Sixth Generation (6G) mobile systems will solve this problem by utilizing heterogenous network resources and pervasive intelligence to support everyone-centric customized services anywhere and anytime  ...  Then, we propose a network Artificial Intelligence (AI) architecture with integrated network resources and pervasive AI capabilities for supporting customized services with guaranteed QoEs.  ...  This article proposes a network AI architecture to facilitate the developments and applications of pervasive AI methods and intelligent customized services in future 6G mobile networks.  ... 
arXiv:2205.09944v4 fatcat:xxitf6vvmzbttmdyw3zorls4rq

6G Enabled Smart Infrastructure for Sustainable Society: Opportunities, Challenges, and Research Roadmap

Agbotiname Lucky Imoize, Oluwadara Adedeji, Nistha Tandiya, Sachin Shetty
2021 Sensors  
Finally, we highlight the research trends, open research issues, and key take-away lessons for future research exploration in 6G wireless communication.  ...  To address this problem, researchers are developing cutting-edge technologies for the envisioned 6G wireless communication standards to satisfy the escalating wireless services demands.  ...  Acknowledgments: The authors acknowledge the anonymous reviewers for their review comments. Conflicts of Interest: The authors declare no conflict of interest. Sensors 2021, 21, 1709  ... 
doi:10.3390/s21051709 pmid:33801302 pmcid:PMC7958349 fatcat:2alvcdqlvfcq5chfkv4n3wftpu

Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective

Miltiadis Filippou, Vasiliki Lamprousi, Jafar Mohammadi, Mattia Merluzzi, Elif Ustundag Soykan, Tamas Borsos, Nandana Rajatheva, Nuwanthika Rajapaksha, Luc Le Magoarou, Pietro Piscione, Andras Benczur, Quentin Lampin (+10 others)
2022 Zenodo  
Within this scope, one of the main research challenges is the ambition for beyond 5G (B5G)/6G systems to support, enhance and enable real-time trustworthy control by transforming Artificial Intelligence  ...  Hence, the study and development of concepts and solutions enabling AI-driven communication and computation co-design for a B5G /6G communication system is required.  ...  Recently, research on B5G/ 6G technology has kicked-off worldwide influenced by the advent of technology trends, e.g., network softwarization and virtualization for flexible utilization of (virtual) network  ... 
doi:10.5281/zenodo.7024514 fatcat:f5wjd76zx5epxmd5vnkl372gky

Defining 6G: Challenges and Opportunities [From the Guest Editors]

Klaus David, Jaafar Elmirghani, Harald Haas, Xiao-Hu You
2019 IEEE Vehicular Technology Magazine  
per second for new data-demanding mobile applications including virtual reality, augmented reality, and high-definition TV.  ...  It moves on to identify new network operation paradigms, in particular, semantic communications, ML and deep neural networks, and holistic management of C4 (communication, computation, caching, and control  ... 
doi:10.1109/mvt.2019.2922512 fatcat:xx5vtye2kbfcpbskdedtollgwm

The Road Towards 6G: A Comprehensive Survey

Wei Jiang, Bin Han, Mohammad Asif Habibi, Hans Dieter Schotten
2021 IEEE Open Journal of the Communications Society  
First, we attempt to answer the question of "Is there any need for 6G?"  ...  This survey is intended to serve as an enlightening guideline to spur interests and further investigations for subsequent research and development of 6G communications systems.  ...  To that aim, softwarization and virtualization of 6G network is the first and foremost step.  ... 
doi:10.1109/ojcoms.2021.3057679 fatcat:egt7bnw6x5a55kced2zw6j374y

The Interplay of AI and Digital Twin: Bridging the Gap between Data-Driven and Model-Driven Approaches [article]

Lina Bariah, Merouane Debbah
2022 arXiv   pre-print
the optimistic vision of 6G networks.  ...  The advancements of mixed reality services, with the evolution of network virtualization and native artificial intelligence (AI) paradigms, have conceptualized the vision of future wireless networks as  ...  , it is envisaged that the concept of network virtualization will be scaling up from the node and link levels to the network-wide level, setting the scene for a holistic network virtualization, from the  ... 
arXiv:2209.12423v1 fatcat:irapuu4rf5brpe3hgpggpd3ypy

The Roadmap to 6G Security and Privacy

Pawani Porambage, Gurkan Gur, Diana Pamela Moya Osorio, Madhusanka Liyanage, Andrei Gurtov, Mika Ylianttila
2021 IEEE Open Journal of the Communications Society  
Therefore, in order to consolidate and solidify the security and privacy in 6G networks, we survey how security may impact the envisioned 6G wireless systems, possible challenges with different 6G technologies  ...  All in all, this work intends to provide enlightening guidance for the subsequent research of 6G security and privacy at this initial phase of vision towards reality.  ...  The Commission is not responsible for any use that may be made of the information it contains. A.  ... 
doi:10.1109/ojcoms.2021.3078081 fatcat:r5g662rcxjcgvjfc2el3lesdzy
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