Artificial intelligence for 5g wireless systems: Opportunities, challenges, and future research direction

Y Arjoune, S Faruque - 2020 10th annual computing and …, 2020 - ieeexplore.ieee.org
The advent of the wireless communications systems augurs new cutting-edge technologies,
including self-driving vehicles, unmanned aerial systems, autonomous robots, the Internet-of …

Deep learning for 5G and 6G

S Ardabili, A Mosavi, I Felde - 2023 IEEE 17th International …, 2023 - ieeexplore.ieee.org
Deep learning (DL) is a promising technology for enhancing the development of fifth
generation (5G) and sixth generation (6G) mobile networks, as it can improve their …

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 …

ML/AI Empowered 5G and beyond Networks

M Al-Khafaji, L Elwiya - 2022 International Congress on Human …, 2022 - ieeexplore.ieee.org
The emergence of wireless communication systems heralds the development of new
technologies such as virtual reality, autonomous vehicles, Internet of things, autonomous …

On big data analytics for greener and softer RAN

I Chih-Lin, Y Liu, S Han, S Wang, G Liu - IEEE Access, 2015 - ieeexplore.ieee.org
Big data analytics applied to signaling, traffic, and wireless environment data in mobile
communication networks can help realize autonomous network optimization and build big …

Optimizing wireless systems using unsupervised and reinforced-unsupervised deep learning

D Liu, C Sun, C Yang, L Hanzo - ieee network, 2020 - ieeexplore.ieee.org
Resource allocation and transceivers in wireless networks are usually designed by solving
optimization problems subject to specific constraints, which can be formulated as variable or …

Machine learning in 6G: the future of wireless communication

S Sarkar - 2022 6th International Conference on Intelligent …, 2022 - ieeexplore.ieee.org
The 6 th Generation of wireless communication, 6G, is the future of wireless communication
technology. 6G has the potential to support various pioneering applications. Post Covid-19 …

[HTML][HTML] Knowledge-defined networking: Applications, challenges and future work

S Ashtari, I Zhou, M Abolhasan, N Shariati, J Lipman… - Array, 2022 - Elsevier
Future 6G wireless communication systems are expected to feature intelligence and
automation. Knowledge-defined networking (KDN) is an evolutionary step toward …

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) …

Towards energy efficient 5G networks using machine learning: Taxonomy, research challenges, and future research directions

A Mughees, M Tahir, MA Sheikh, A Ahad - Ieee Access, 2020 - ieeexplore.ieee.org
As the world pushes toward the use of greener technology and minimizes energy waste,
energy efficiency in the wireless network has become more critical than ever. The next …