5G frequency standardization, technologies, channel models, and network deployment: Advances, challenges, and future directions

YO Imam-Fulani, N Faruk, OA Sowande, A Abdulkarim… - Sustainability, 2023 - mdpi.com
The rapid increase in data traffic caused by the proliferation of smart devices has spurred the
demand for extremely large-capacity wireless networks. Thus, faster data transmission rates …

Application of Machine Learning Algorithms to Path Loss Modeling: A Review

A Abdulkarim, N Faruk, E Alozie… - 2022 5th Information …, 2022 - ieeexplore.ieee.org
The demand for high-speed internet services is increasing due to emerging needs such as e-
commerce, e-health, education, and other high-technology applications. Wireless …

Received Signal Strength Indicator Prediction for Mesh Networks in a Real Urban Environment Using Machine Learning

M Jeske, B Sansò, D Aloise, MCV Nascimento - IEEE Access, 2024 - ieeexplore.ieee.org
Mesh networks are self-managing wireless systems with dynamic topology. These networks
differ from broadcast and mobile networks because their mesh nodes can directly exchange …

Investigation of the Impact of Height and Bandwidth on Path Loss Exponent of 5G FR1 Wireless Networks at 800, 3500, and 5900 MHz

YO Imam-Fulani, N Faruk, AD Usman… - … and Applied Science …, 2023 - ieeexplore.ieee.org
5G communication systems provide an end-to-end wireless connection to billions of users
and devices across the globe. The quality of signals received during radio communication is …

Expediting Lunar Exploration: A study of 5G mmWave Communications for Upcoming Human Missions on the Moon–Relationship between Transmit Power, Antenna …

QR Adebowale, S Ostermann - SoutheastCon 2024, 2024 - ieeexplore.ieee.org
This study introduces the use of a Lunar Digital Elevation Model (LDEM) map of the
connecting ridge of the south pole for the characterization of radio signals in the 5G …

Convolutional Neural Network Architecture Training Parameters Impact on Multi-Frequency Propagation Channel Model in the VHF and UHF Bands

QR Adebowale, FO Udensi, A Tunde… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
A path loss estimation model that is both computationally efficient, and precise is required for
link budgeting, system performance optimization, base station selection, and coverage …

Terrestrial Radio Propagation Research Datasets Repository

KS Adewole, H Olagunju, N Faruk… - … and Applied Science …, 2023 - ieeexplore.ieee.org
Terrestrial Radio Propagation (TRP) involves radio wave propagation from one station to
another over the surface of the earth. Radio communication systems have been deployed for …

Prediction of Path Loss in Wireless Communication Networks based on Swarm Optimized Gradient Dual Layer Graph Neural Network

A Singh - 2023 7th International Conference on I-SMAC (IoT in …, 2023 - ieeexplore.ieee.org
The ability to make an accurate estimate of path loss (PL) is required to estimate the
coverage that a transmitter will provide and enhance the functionality of a wireless network …