Radio resource management in machine-to-machine communications—A survey

N Xia, HH Chen, CS Yang - IEEE Communications Surveys & …, 2017 - ieeexplore.ieee.org
In futuristic wireless communications, a massive number of devices need to access networks
with diverse quality of service (QoS) requirements. It is estimated that the number of …

Digital twin assisted risk-aware sleep mode management using deep Q-networks

M Masoudi, E Soroush, J Zander… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Base stations (BSs) are the most energy-consuming segment of mobile networks. To reduce
the energy consumption of BSs, inactive components of BSs, with a certain …

An analytical energy performance evaluation methodology for 5G base stations

SKG Peesapati, M Olsson, M Masoudi… - … on wireless and …, 2021 - ieeexplore.ieee.org
The implementation of various base station (BS) energy saving (ES) features and the widely
varying network traffic demand makes it imperative to quantitatively evaluate the energy …

Q-learning based radio resource adaptation for improved energy performance of 5G base stations

SKG Peesapati, M Olsson, M Masoudi… - 2021 IEEE 32nd …, 2021 - ieeexplore.ieee.org
Radio resource adaptation (RRA) is an effective strategy to reduce the energy consumption
(EC) of a base station (BS) under variable input traffic demand. By combining RRA with …

Density-aware, energy-and spectrum-efficient small cell scheduling

S Mollahasani, E Onur - IEEE Access, 2019 - ieeexplore.ieee.org
Future mobile networks have to be densified by employing small cells to handle the upsurge
in traffic load. Although the amount of energy each small cell consumes is low, the total …

Power control and cell discontinuous transmission used as a means of decreasing small-cell networks' energy consumption

R Bonnefoi, C Moy, J Palicot - IEEE Transactions on Green …, 2018 - ieeexplore.ieee.org
In this paper, we analyze the issues of power control and cell discontinuous transmission in
a small-cell network. More precisely, we evaluate the performance of a policy, thanks to …

Data driven AI assisted green network design and management

M Masoudi - 2022 - diva-portal.org
The energy consumption of mobile networks is increasing due to an increase in traffic
demands and the number of connected users to the network. To assure the sustainability of …

AI-Assisted Multi-Operator RAN Sharing for Energy-Efficient Networks

SKG Peesapati, M Olsson, S Andersson, C Qvarfordt… - Telecom, 2023 - mdpi.com
Recent times have seen a significant rise in interest from mobile operators, vendors, and
research projects toward achieving more energy-efficient and sustainable networks. Not …

Cross-layer framework for capacity analysis in multiuser ultra-dense networks with cell DTx

Q Li, Y Chen, Q Cui, Y Gu, G Mao - China Communications, 2019 - ieeexplore.ieee.org
Cell discontinuous transmission (Cell DTx) is a key technology to mitigate inter-cell
interference (ICI) in ultra-dense networks (UDNs). The aim of this work is to understand the …

Effective capacity analysis of multiuser ultra-dense networks with cell DTx

Q Li, Y Chen, Q Cui, Y Gu, G Mao - 2018 24th Asia-Pacific …, 2018 - ieeexplore.ieee.org
Cell discontinuous transmission (Cell DTx) improves network performance because it help
mitigate inter-cell interference. However, the relationship between this technology and …