Energy management framework for 5G ultra-dense networks using graph theory

MJ Daas, M Jubran, M Hussein - IEEE Access, 2019 - ieeexplore.ieee.org
The next-generation 5G networks are being developed with high promised capabilities.
Beyond just multitudes faster data speed, 5G is expected to serve billions of connected …

Distributed energy saving management in multi-layer 4G/5G ultra-dense networks

SS Mwanje, J Ali-Tolppa - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
Energy consumption in mobile networks rises with increase in cell density. This trend will
only continue in the future multi-layer 5G-related Ultra-Dense Networks (UDN) that are …

Energy-efficient ultra-dense 5G networks: recent advances, taxonomy and future research directions

A Mughees, M Tahir, MA Sheikh, A Ahad - IEEE Access, 2021 - ieeexplore.ieee.org
The global surge of connected devices and multimedia services necessitates increased
capacity and coverage of communication networks. One approach to address the …

A clustering-based energy saving scheme for dense small cell networks

WK Lai, CS Shieh, CS Ho, YR Chen - IEEE Access, 2018 - ieeexplore.ieee.org
The network traffic of mobile wireless communication grows exponentially in recent years. In
order to serve intense traffic areas, such as train stations, airports, or hot-spot buildings, the …

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 …

Reinforcement learning power control algorithm based on graph signal processing for ultra-dense mobile networks

Y Li, Z Tang, Z Lin, Y Gong, X Du… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Ultra-dense mobile networks (UDMNs) represent a promising technology for improving the
network performance and providing the ubiquitous network accessibility in the beyond 5 G …

Energy efficiency enhancement in 5G mobile wireless networks

Q Zhao, M Gerla - 2019 IEEE 20th International Symposium on" …, 2019 - ieeexplore.ieee.org
In the era of 5G networks, smaller cell infrastructure with denser deployment of various kinds
of base stations is leading the trend of the new generation of cellular networks. Benefits …

Energy efficiency maximization oriented resource allocation in 5G ultra-dense network: Centralized and distributed algorithms

W Li, J Wang, G Yang, Y Zuo, Q Shao, S Li - Computer Communications, 2018 - Elsevier
Spurred by both economic and environmental concerns, energy efficiency (EE) has now
become one of the key pillars for the fifth generation (5G) mobile communication networks …

A green communication model for 5G systems

MM Mowla, I Ahmad, D Habibi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Small cell networks (SCNs) are envisaged as a key technology enabling the fifth-generation
(5G) wireless communication system to address the challenge of rising mobile data demand …

An energy efficient resource management and planning system for 5G networks

MM Mowla, I Ahmad, D Habibi… - 2017 14th IEEE annual …, 2017 - ieeexplore.ieee.org
The concept of heterogeneous networks and small cells is likely to be a key addition to the
fifth generation (5G) wireless communication standard, the prospect of which has motivated …