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 …

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 …

Intelligent 5G: When cellular networks meet artificial intelligence

R Li, Z Zhao, X Zhou, G Ding, Y Chen… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
5G cellular networks are assumed to be the key enabler and infrastructure provider in the
ICT industry, by offering a variety of services with diverse requirements. The standardization …

Artificial intelligence enabled wireless networking for 5G and beyond: Recent advances and future challenges

CX Wang, M Di Renzo, S Stanczak… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
5G wireless communication networks are currently being deployed, and B5G networks are
expected to be developed over the next decade. AI technologies and, in particular, ML have …

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 …

[HTML][HTML] Enabling technologies for AI empowered 6G massive radio access networks

M Shahjalal, W Kim, W Khalid, S Moon, M Khan, SZ Liu… - ICT Express, 2023 - Elsevier
Predictably, the upcoming six generation (6G) networks demand ultra-massive
interconnectivity comprising densely congested sustainable small-to-tiny networks. 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 …

[HTML][HTML] Pervasive intelligent endogenous 6G wireless systems: Prospects, theories and key technologies

Y Chen, W Liu, Z Niu, Z Feng, Q Hu, T Jiang - Digital communications and …, 2020 - Elsevier
The worldwide large-scale commercial deployment of 5G has commenced in 2020 for
supporting enhanced Mobile BroadBand (eMBB), ultra-Reliable and Low-Latency …

[HTML][HTML] 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 …

SyntheticNET: A 3GPP compliant simulator for AI enabled 5G and beyond

SMA Zaidi, M Manalastas, H Farooq, A Imran - IEEE Access, 2020 - ieeexplore.ieee.org
The rapid evolution of cellular system design towards 5G and beyond gives rise to a need
for investigation of the new features, design proposals and solutions in realistic settings for …