From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey

MN Mahdi, AR Ahmad, QS Qassim, H Natiq… - Applied Sciences, 2021 - mdpi.com
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …

Energy efficiency and throughput maximization using millimeter waves–microwaves HetNets

S Jamil, MU Rahman, J Tanveer, A Haider - Electronics, 2022 - mdpi.com
The deployment of millimeter waves can fulfil the stringent requirements of high bandwidth
and high energy efficiency in fifth generation (5G) networks. Still, millimeter waves …

Solving optimization problems in the fifth generation of cellular networks by using meta-heuristics approaches

D Boughaci - Procedia Computer Science, 2021 - Elsevier
Meta-heuristics are a set of intelligent algorithms and techniques that have been used to
solve various complex problems in several domains in particular in cellular networks and …

[PDF][PDF] Improvement in the Quality of Services in Sub-6 GHz/mm Wave Using Equalizers and Decoupling of UL and DL with Machine Learning Approach.

R Padmasree, BR Naik - J. Commun., 2023 - jocm.us
Massive Multiple-Input Multiple-Output (MIMO) is a wireless access technology used to
enable 5G and nextgeneration mobile communications. This 5G network operates in a …

Supervised ML solution for band assignment in dual-band systems with omnidirectional and directional antennas

D Burghal, R Wang, A Alghafis… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Many wireless networks, including 5G NR (New Radio) and future beyond 5G cellular
systems, are expected to operate on multiple frequency bands. This paper considers the …

Integrating AI and NISQ Technologies for Enhanced Mobile Network Optimization

JGC Ramírez - Quarterly Journal of Emerging Technologies and …, 2020 - vectoral.org
The relentless progression towards fifth generation (5G) and the impending transition
towards sixth-generation (6G) mobile networks are characterized by their ability to deliver …

Applications of extreme gradient boosting for intelligent handovers from 4G to 5G (mm waves) technology with partial radio contact

SI Majid, SW Shah, SNK Marwat - Electronics, 2020 - mdpi.com
In a network topology, where 5G (mm Waves) have better coverage footprint compared to
4G (LTE or LTE-A) technology, mobile devices would generally be handed over from 4G to …

Dynamic Channel Assignment for Downlink and Uplink Decoupling in Wireless Networks

M Kobayashi, T Uekumasu, S Saruwatari… - IEEE …, 2023 - ieeexplore.ieee.org
The demand for wireless communication capacity continues to increase with the extensive
usage of smartphones, tablets, and devices that are related to the Internet of Things (IoT) …

A Metaheuristec Approach for Feature Extraction of mmWave based 5G Communication Network

VK Gaikwad, A Naik - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
With the increase in subscribers day-by-day, the popularity of mmWaves is also increasing
due to its ability to increase the bandwidth over smaller and densely populated areas. In the …

[PDF][PDF] Energy Efficiency and Throughput Maximization Using Millimeter Waves–Microwaves HetNets. Electronics 2022, 11, 474

S Jamil, M Rahman, J Tanveer, A Haider - 2022 - researchgate.net
The deployment of millimeter waves can fulfil the stringent requirements of high bandwidth
and high energy efficiency in fifth generation (5G) networks. Still, millimeter waves …