5G on the horizon: Key challenges for the radio-access network
P Demestichas, A Georgakopoulos… - IEEE vehicular …, 2013 - ieeexplore.ieee.org
Toward the fifth generation (5G) of wireless/mobile broadband, numerous devices and
networks will be interconnected and traffic demand will constantly rise. Heterogeneity will …
networks will be interconnected and traffic demand will constantly rise. Heterogeneity will …
A comprehensive survey on 6G and beyond: Enabling technologies, opportunities of machine learning and challenges
Multiple nations are now in the process of launching 5G mobile networks. All of the telecoms
industry has been revolutionized by the concept of 5G networks. Since late 2018 …
industry has been revolutionized by the concept of 5G networks. Since late 2018 …
Artificial intelligence for 5G and beyond 5G: Implementations, algorithms, and optimizations
The communication industry is rapidly advancing towards 5G and beyond 5G (B5G) wireless
technologies in order to fulfill the ever-growing needs for higher data rates and improved …
technologies in order to fulfill the ever-growing needs for higher data rates and improved …
Nine challenges in artificial intelligence and wireless communications for 6G
W Tong, GY Li - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
In recent years, artificial intelligence (AI) techniques, especially machine learning (ML), have
been successfully applied in various areas, leading to a widespread belief that AI will …
been successfully applied in various areas, leading to a widespread belief that AI will …
Toward ubiquitous and intelligent 6G networks: From architecture to technology
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 …
with the requirements of higher transmission rate, higher reliability, lower latency, etc. While …
A comprehensive survey of RAN architectures toward 5G mobile communication system
The fifth generation (5G) of mobile communication system aims to deliver a ubiquitous
mobile service with enhanced quality of service (QoS). It is also expected to enable new use …
mobile service with enhanced quality of service (QoS). It is also expected to enable new use …
5G: Adaptable networks enabled by versatile radio access technologies
C Sexton, NJ Kaminski… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
The requirements and key areas for 5G are gradually becoming more apparent, and it is
becoming clear that 5G will need to be able to deal with increased levels of diversity in both …
becoming clear that 5G will need to be able to deal with increased levels of diversity in both …
AI for 5G: research directions and paradigms
Wireless communication technologies such as fifth generation mobile networks (5G) will not
only provide an increase of 1000 times in Internet traffic in the next decade but will also offer …
only provide an increase of 1000 times in Internet traffic in the next decade but will also offer …
5G revolution: Challenges and opportunities
5G stands for the fifth and the latest generation in wireless networks. It offers three main
technological advances compared to the previous standards: more speed network, reduced …
technological advances compared to the previous standards: more speed network, reduced …
O-RAN with Machine Learning in ns-3
W Garey, T Ropitault, R Rouil, E Black… - Proceedings of the 2023 …, 2023 - dl.acm.org
The Open Radio Access Network (O-RAN) Alliance is an industry-led standardization effort,
with the main objective of evolving the Radio Access Network (RAN) to be open, intelligent …
with the main objective of evolving the Radio Access Network (RAN) to be open, intelligent …