6G: The next horizon: From connected people and things to connected intelligence

B Rong - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
This book presents an in-depth technical understanding of 6G wireless networks. It not only
discusses cutting-edge wireless services and technologies, but also sheds light on the …

Injecting cognitive intelligence into beyond-5G networks: a MAC layer perspective

A Nauman, MA Jamshed, Y Ahmad, M Saad… - Computers and …, 2023 - Elsevier
The rapid rise of heterogeneous data traffic exposes the shortcomings of fifth-generation
(5G) technology, which was initially designed to form self-organizing and self-sustaining …

Edge artificial intelligence for 6G: Vision, enabling technologies, and applications

KB Letaief, Y Shi, J Lu, J Lu - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
The thriving of artificial intelligence (AI) applications is driving the further evolution of
wireless networks. It has been envisioned that 6G will be transformative and will …

On end-to-end intelligent automation of 6G networks

A Moubayed, A Shami, A Al-Dulaimi - Future Internet, 2022 - mdpi.com
The digital transformation of businesses and services is currently in full force, opening the
world to a new set of unique challenges and opportunities. In this context, 6G promises to be …

Artificial Intelligence Integrated with 5G for Future Wireless Networks

V Gunturu, J Ranga, CR Murthy… - 2023 International …, 2023 - ieeexplore.ieee.org
Artificial intelligence and fifth-generation mobile networks (5G) are two of the few
technologies that work together so effectively. The complexity of a 5G ecosystem …

AI as a microservice (AIMS) over 5G networks

GM Lee, TW Um, JK Choi - … : Machine Learning for a 5G Future …, 2018 - ieeexplore.ieee.org
As data-driven decision-making services are being infused into Internet of Things (IoT)
applications, especially at the 5G networks, Artificial Intelligence (AI) algorithms such as …

Big AI models for 6G wireless networks: Opportunities, challenges, and research directions

Z Chen, Z Zhang, Z Yang - arXiv preprint arXiv:2308.06250, 2023 - arxiv.org
Recently, big artificial intelligence (AI) models represented by chatGPT have brought an
incredible revolution. With the pre-trained big AI model (BAIM) in certain fields, numerous …

Toward native explainable and robust AI in 6G networks: Current state, challenges and road ahead

C Fiandrino, G Attanasio, M Fiore, J Widmer - Computer Communications, 2022 - Elsevier
Abstract 6G networks are expected to face the daunting task of providing support to a set of
extremely diverse services, each more demanding than those of previous generation …

Native intelligence for 6G mobile network: technical challenges, architecture and key features

L Guangyi, D Juan, Z Qingbi, L Gang… - 中国邮电高校学报 …, 2022 - jcupt.bupt.edu.cn
The application of the artificial intelligence (AI) technology in the 5th generation mobile
communication system (5G) networks promotes the development of the mobile …

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 …