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 …

A review of machine learning techniques for enhanced energy efficient 5G and 6G communications

TP Fowdur, B Doorgakant - Engineering Applications of Artificial …, 2023 - Elsevier
Cellular technologies have evolved continuously from the 1st to the 5th generation (5G) to
meet the exponentially growing needs of bandwidth, throughput and latency. However, the …

Energy-sustainable iot connectivity: Vision, technological enablers, challenges, and future directions

OLA López, OM Rosabal… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Technology solutions must effectively balance economic growth, social equity, and
environmental integrity to achieve a sustainable society. Notably, although the Internet of …

A survey on sleep mode techniques for ultra-dense networks in 5G and beyond

F Salahdine, J Opadere, Q Liu, T Han, N Zhang… - Computer Networks, 2021 - Elsevier
The proliferation of mobile users with an attendant rise in energy consumption mainly at the
base station has requested new ways of achieving energy efficiency in cellular networks …

Toward greener 5G and beyond radio access networks—A survey

LMP Larsen, HL Christiansen, S Ruepp… - IEEE Open journal of …, 2023 - ieeexplore.ieee.org
Mobile network traffic is increasing and so is the energy consumption. The Radio Access
Network (RAN) part is responsible for the largest share of the mobile network energy …

Using reinforcement learning to reduce energy consumption of ultra-dense networks with 5G use cases requirements

S Malta, P Pinto, M Fernández-Veiga - IEEE Access, 2023 - ieeexplore.ieee.org
In mobile networks, 5G Ultra-Dense Networks (UDNs) have emerged as they effectively
increase the network capacity due to cell splitting and densification. A Base Station (BS) is a …

Trading off delay and energy saving through Advanced Sleep Modes in 5G RANs

D Renga, Z Umar, M Meo - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
While designed for being energy efficient, the deployment of 5G networks will further
increase Radio Access Networks (RANs) energy consumption with the twofold effect to raise …

Enabling network power savings in 5G-advanced and beyond

T Islam, D Lee, SS Lim - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
Energy consumption is a critical concern for the 5G mobile operators. 5G NR network may
have increased energy consumption compared to its predecessors as it aims to support a …

Evaluation and projection of 4G and 5G RAN energy footprints: The case of Belgium for 2020–2025

L Golard, J Louveaux, D Bol - Annals of Telecommunications, 2023 - Springer
Energy consumption of mobile cellular communications is mainly due to base stations (BSs)
that constitute radio access networks (RANs). 5G technologies are expected to improve the …

[PDF][PDF] A survey on 5g energy efficiency: Massive mimo, lean carrier design, sleep modes, and machine learning

D Lopez-Perez, AD Domenico, N Piovesan… - arXiv preprint arXiv …, 2021 - academia.edu
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 …