The Hexa-X project vision on Artificial Intelligence and Machine Learning-driven Communication and Computation co-design for 6G

M Merluzzi, T Borsos, N Rajatheva, AA Benczúr… - IEEE …, 2023 - ieeexplore.ieee.org
This paper provides an overview of the most recent advancements and outcomes of the
European 6G flagship project Hexa-X, on the topic of in-network Artificial Intelligence (AI) …

Toward native artificial intelligence in 6G networks: System design, architectures, and paradigms

J Wu, R Li, X An, C Peng, Z Liu, J Crowcroft… - arXiv preprint arXiv …, 2021 - arxiv.org
The mobile communication system has transformed to be the fundamental infrastructure to
support digital demands from all industry sectors, and 6G is envisioned to go far beyond the …

Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities

S Zhang, D Zhu - Computer Networks, 2020 - Elsevier
Abstract 6G is expected to support the unprecedented Internet of everything scenarios with
extremely diverse and challenging requirements. To fulfill such diverse requirements …

Intelligence-endogenous networks: Innovative network paradigm for 6G

F Zhou, W Li, Y Yang, L Feng, P Yu… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Feature applications envisioned in the 6G era, represented by holographic communication,
full-sensing communication, intelligent transportation, and intelligent manufacturing in terms …

[PDF][PDF] EdgeAI: A vision for distributed, edge-native artificial intelligence in future 6G networks

L Lovén, T Leppänen, E Peltonen, J Partala… - 6G Wireless Summit …, 2019 - oulurepo.oulu.fi
Edge computing, a key part of the upcoming 5G mobile networks and future 6G
technologies, promises to distribute cloud applications while providing more bandwidth and …

An architecture and performance evaluation framework for artificial intelligence solutions in beyond 5G radio access networks

GP Koudouridis, Q He, G Dán - EURASIP Journal on Wireless …, 2022 - Springer
The evolution of mobile communications towards beyond 5th-generation (B5G) networks is
envisaged to incorporate high levels of network automation. Network automation requires …

Toward 6G: From new hardware design to wireless semantic and goal-oriented communication paradigms

EC Strinati, D Belot, A Falempin… - ESSCIRC 2021-IEEE …, 2021 - ieeexplore.ieee.org
Several speculative visions are conjecturing on what 6G services will be able to offer at the
horizon of 2030. Nevertheless, the 6G design process is at its preliminary stages. The reality …

Artificial-intelligence-enabled intelligent 6G networks

H Yang, A Alphones, Z Xiong, D Niyato, J Zhao… - IEEE …, 2020 - ieeexplore.ieee.org
With the rapid development of smart terminals and infrastructures, as well as diversified
applications (eg, virtual and augmented reality, remote surgery and holographic projection) …

Toward ubiquitous and intelligent 6G networks: from architecture to technology

W Xu, Y Huang, W Wang, F Zhu… - Science China …, 2023 - search.proquest.com
The sixth-generation (6G) network is envisioned to support growing Internet connections
with the requirements of higher transmission rate, higher reliability, lower latency, etc. While …

6G: Connectivity in the era of distributed intelligence

S Talwar, N Himayat, H Nikopour, F Xue… - IEEE …, 2021 - ieeexplore.ieee.org
The confluence of 5G and AI is transforming wireless networks to deliver diverse services at
the edge, driving toward a vision of pervasive distributed intelligence. Future 6G networks …