AI models for green communications towards 6G

B Mao, F Tang, Y Kawamoto… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Green communications have always been a target for the information industry to alleviate
energy overhead and reduce fossil fuel usage. In the current 5G and future 6G eras, there is …

A survey on 5G radio access network energy efficiency: Massive MIMO, lean carrier design, sleep modes, and machine learning

D López-Pérez, A De Domenico… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Cellular networks have changed the world we are living in, and the fifth generation (5G) of
radio technology is expected to further revolutionise our everyday lives by enabling a high …

Energy saving technology of 5G base station based on internet of things collaborative control

KC Chang, KC Chu, HC Wang, YC Lin, JS Pan - IEEE Access, 2020 - ieeexplore.ieee.org
For time and space constraints, 5G base stations will have more serious energy
consumption problems in some time periods, so it needs corresponding sleep strategies to …

Renewable energy powered sustainable 5G network infrastructure: Opportunities, challenges and perspectives

A Israr, Q Yang, W Li, AY Zomaya - Journal of Network and Computer …, 2021 - Elsevier
A massive increase in the amount of data traffic over mobile wireless communication has
been observed in recent years, while further rapid growth is expected in the years ahead …

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 …

A review of energy efficiency and power control schemes in ultra-dense cell-free massive MIMO systems for sustainable 6G wireless communication

AL Imoize, HI Obakhena, FI Anyasi, SN Sur - Sustainability, 2022 - mdpi.com
The traditional multiple input multiple output (MIMO) systems cannot provide very high
Spectral Efficiency (SE), Energy Efficiency (EE), and link reliability, which are critical to …

[PDF][PDF] A review of 5G technology: Architecture, security and wide applications

MZ Noohani, KU Magsi - International Research Journal of …, 2020 - academia.edu
The eventual goal of the forthcoming 5G wireless networking is to have relatively fast data
speeds, incredibly low latency, substantial rises in base station's efficiency and major …

Modeling and aggregated control of large-scale 5G base stations and backup energy storage systems towards secondary frequency support

P Bao, Q Xu, Y Yang - Applied Energy, 2024 - Elsevier
A significant number of 5G base stations (gNBs) and their backup energy storage systems
(BESSs) are redundantly configured, possessing surplus capacity during non-peak traffic …

The role of artificial intelligence driven 5G networks in COVID-19 outbreak: Opportunities, challenges, and future outlook

AI Abubakar, KG Omeke, M Ozturk… - Frontiers in …, 2020 - frontiersin.org
There is no doubt that the world is currently experiencing a global pandemic that is
reshaping our daily lives as well as the way business activities are being conducted. With …

Energy optimization with multi-sleeping control in 5G heterogeneous networks using reinforcement learning

A El Amine, JP Chaiban, HAH Hassan… - … on Network and …, 2022 - ieeexplore.ieee.org
The massive deployment of small cells in 5G networks represents an alternative to meet the
ever increasing mobile data traffic and to provide very-high throughout by bringing the users …