Trends in intelligent communication systems: Review of standards, major research projects, and identification of research gaps

K Koufos, K EI Haloui, M Dianati, M Higgins… - Journal of Sensor and …, 2021 - mdpi.com
The increasing complexity of communication systems, following the advent of
heterogeneous technologies, services and use cases with diverse technical requirements …

Towards supporting intelligence in 5G/6G core networks: NWDAF implementation and initial analysis

A Chouman, DM Manias… - 2022 International Wireless …, 2022 - ieeexplore.ieee.org
Wireless networks, in the fifth-generation and beyond, must support diverse network
applications which will support the numerous and demanding connections of today's and …

Data science and artificial intelligence

I Atov, KC Chen, AE Kamal… - IEEE Communications …, 2020 - ieeexplore.ieee.org
The articles in this special section are dedicated to the application of artificial intelligence
AI), machine learning (ML), and data analytics to address different problems of …

AI/ML for beyond 5G systems: Concepts, technology enablers & solutions

T Taleb, C Benzaïd, RA Addad, K Samdanis - Computer Networks, 2023 - Elsevier
Abstract 5G brought an evolution on the network architecture employing the service-based
paradigm, enabling flexibility in realizing customized services across different technology …

Network automation and data analytics in 3gpp 5g systems

MA Garcia-Martin, M Gramaglia, P Serrano - IEEE Network, 2023 - ieeexplore.ieee.org
We are witnessing an “automation revolution” in mobile networking, thanks to the
development of Artificial Intelligence (AI) techniques. These require vast amounts of data …

Artificial intelligence and machine learning in 5G and beyond: a survey and perspectives

A Haidine, FZ Salmam, A Aqqal… - … technologies for 5G and …, 2021 - books.google.com
The deployment of 4G/LTE (Long Term Evolution) mobile network has solved the major
challenge of high capacities, to build real broadband mobile Internet. This was possible …

The evolution of networks and management in a 6G world: An inventor's view

GM Karam, M Gruber, I Adam… - … on Network and …, 2022 - ieeexplore.ieee.org
The onset of the 6G era in telecommunications, touted to launch in 2030, is hoped to serve
many masters and deliver an unparalleled improvement in capabilities, applications …

Network control and management automation: Architecture standardization perspective

VP Kafle, T Hirayama, T Miyazawa… - IEEE …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) and machine learning (ML) techniques are becoming essential to
automate the control and management of complex systems, such as 5G and future networks …

[PDF][PDF] Empowering the future 5G networks: an AI based approach

A CB, P Sharma - Telecom Business Review, 2017 - academia.edu
The next telecommunications standard, 5G, envisions that the future networks will support
advanced use cases, such as Internet of things while supporting voluminous simultaneous …

Scope of machine learning applications for addressing the challenges in next‐generation wireless networks

RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
The convenience of availing quality services at affordable costs anytime and anywhere
makes mobile technology very popular among users. Due to this popularity, there has been …