Advanced sleep modes to comply with delay constraints in energy efficient 5G networks

M Meo, D Renga, Z Umar - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
The staggering growth of mobile traffic fostered by the extensive spreading of 5G technology
and massive Internet of Things (IoT) applications is leading to network densification …

Traffic-aware advanced sleep modes management in 5G networks

FE Salem, T Chahed, Z Altman… - 2019 IEEE wireless …, 2019 - ieeexplore.ieee.org
Advanced Sleep Modes (ASMs) are defined as a progressive shutdown of the Base Station
(BS) depending on the activation and the deactivation times of the different components …

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 …

Advanced sleep modes and their impact on flow-level performance of 5G networks

FE Salem, A Gati, Z Altman… - 2017 IEEE 86th Vehicular …, 2017 - ieeexplore.ieee.org
The concept of Advanced Sleep Modes (ASMs) corresponds to a gradual deactivation of the
Base Station (BS)'s components in order to decrease the Energy Consumption (EC). We …

Optimal policies of advanced sleep modes for energy-efficient 5G networks

FE Salem, T Chahed, E Altman, A Gati… - 2019 IEEE 18th …, 2019 - ieeexplore.ieee.org
We study in this paper optimal control strategy for Advanced Sleep Modes (ASM) in 5G
networks. ASM correspond to different levels of sleep modes ranging from deactivation of …

Reinforcement learning for traffic-adaptive sleep mode management in 5G networks

M Masoudi, MG Khafagy, E Soroush… - 2020 IEEE 31st …, 2020 - ieeexplore.ieee.org
In mobile networks, base stations (BSs) have the largest share in energy consumption. To
reduce BS energy consumption, BS components with similar (de) activation times can be …

Reinforcement learning approach for advanced sleep modes management in 5G networks

FE Salem, Z Altman, A Gati, T Chahed… - 2018 IEEE 88th …, 2018 - ieeexplore.ieee.org
Advanced Sleep Modes (ASMs) correspond to a gradual deactivation of the Base Station
(BS)'s components in order to reduce its Energy Consumption (EC). Different levels of Sleep …

Management of advanced sleep modes for energy-efficient 5G networks

FE Salem - 2019 - theses.hal.science
The energy consumption of mobile networks has been an active research direction in the
last decade for both environmental and economic concerns. With the tremendous growth in …

Scalable Markov decision process model for advanced sleep modes management in 5G networks

FE Salem, T Chahed, E Altman, A Gati… - Proceedings of the 13th …, 2020 - dl.acm.org
Advanced Sleep Modes (ASM) correspond to a gradual deactivation of the base station's
components according to the time needed by each of them to shut down then reactivate …

Energy Efficiency of 5G Radio Access Networks

SKG Peesapati - 2020 - diva-portal.org
The roll-out of the fifth-generation (5G) wireless networks alongside existing generations
and characterized by a dense deployment of base stations (BSs) to serve an ever-increasing …