Optimal power consumption on distributed edge services under non-uniform traffic with dual threshold sleep/active control

AA Amer, IE Talkhan, T Ismail - 2021 3rd Novel Intelligent and …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a key enabling technology for supporting high-speed and
low latency services in the fifth generation (5G) and beyond networks. MEC paradigm moves …

Traffic-aware techniques to reduce 3G/LTE wireless energy consumption

S Deng, H Balakrishnan - … of the 8th international conference on …, 2012 - dl.acm.org
The 3G/LTE wireless interface is a significant contributor to battery drain on mobile devices.
A large portion of the energy is consumed by unnecessarily keeping the mobile device's …

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 …

Deep reinforcement learning with spatio-temporal traffic forecasting for data-driven base station sleep control

Q Wu, X Chen, Z Zhou, L Chen… - IEEE/ACM transactions …, 2021 - ieeexplore.ieee.org
To meet the ever increasing mobile traffic demand in 5G era, base stations (BSs) have been
densely deployed in radio access networks (RANs) to increase the network coverage and …

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 …

Novel C-DRX mechanism for multi SIM multi standby UEs in 5G and B5G networks

SC Sundararaju… - 2020 IEEE 3rd 5G …, 2020 - ieeexplore.ieee.org
Multi SIM (Multi Subscriber Identity Module) Multi Standby (MSMS) feature-enabled User
Equipments (UEs) hold a big share in the mobile market and expected to dominate the …

Energy Efficient 5G Networks Using Joint Energy Harvesting and Scheduling

A Alsharoa, A Celik, AE Kamal - 5G Networks: Fundamental …, 2018 - books.google.com
Prospective demands of next-generation wireless networks are ambitious and will require
cellular networks to support thousand times higher data rates and ten times lower round-trip …

Sleepy devices versus radio duty cycling: The case of lightweight M2M

CG Peces, J Eriksson, N Tsiftes - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Standard protocols for wireless Internet of Things (IoT) communication must be energy-
efficient in order to prolong the lifetimes of IoT devices. Two energy-saving strategies for …

Mobility prediction empowered proactive energy saving framework for 5G ultra-dense HetNets

H Farooq, A Asghar, A Imran - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
Increased network wide energy consumption is a paramount challenge that hinders wide
scale ultra-dense networks (UDN) deployments. While several Energy Saving (ES) …

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 …