The shift to 6G communications: vision and requirements

MW Akhtar, SA Hassan, R Ghaffar, H Jung… - … -centric Computing and …, 2020 - Springer
Abstract The sixth-generation (6G) wireless communication network is expected to integrate
the terrestrial, aerial, and maritime communications into a robust network which would be …

[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] Towards 6G Internet of Things: Recent advances, use cases, and open challenges

Z Qadir, KN Le, N Saeed, HS Munawar - ICT express, 2023 - Elsevier
Smart services based on the Internet of Everything (IoE) are gaining considerable popularity
due to the ever-increasing demands of wireless networks. This demands the appraisal of the …

Deep learning-aided 6G wireless networks: A comprehensive survey of revolutionary PHY architectures

B Ozpoyraz, AT Dogukan, Y Gevez… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Deep learning (DL) has proven its unprecedented success in diverse fields such as
computer vision, natural language processing, and speech recognition by its strong …

Artificial intelligence in 5G technology: A survey

MEM Cayamcela, W Lim - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
A fully operative and efficient 5G network cannot be complete without the inclusion of
artificial intelligence (AI) routines. Existing 4G networks with all-IP (Internet Protocol) …

Intelligence in IoT-based 5G networks: Opportunities and challenges

N Javaid, A Sher, H Nasir… - IEEE Communications …, 2018 - ieeexplore.ieee.org
The requirement of high data rates, low latency, efficient use of spectrum, and coexistence of
different network technologies are major considerations in Internet of Things (IoT)-based fifth …

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

Z Chen, Z Zhang, Z Yang - IEEE Wireless Communications, 2024 - ieeexplore.ieee.org
Recently, big artificial intelligence models (BAIMs) represented by chatGPT have brought an
incredible revolution. With the pre-trained BAIMs in certain fields, numerous downstream …

[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 …

Machine learning paradigms for next-generation wireless networks

C Jiang, H Zhang, Y Ren, Z Han… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
Next-generation wireless networks are expected to support extremely high data rates and
radically new applications, which require a new wireless radio technology paradigm. The …

A review towards AI empowered 6G communication requirements, applications, and technologies in mobile edge computing

A Bandi - 2022 6th International Conference on Computing …, 2022 - ieeexplore.ieee.org
As we go beyond 5G and towards 6G wireless networks, artificial intelligence and machine
learning solutions will be critical for various applications that execute at the edge nodes …