[HTML][HTML] Performance of path loss models over mid-band and high-band channels for 5G communication networks: A review

FE Shaibu, EN Onwuka, N Salawu, SS Oyewobi… - Future Internet, 2023 - mdpi.com
The rapid development of 5G communication networks has ushered in a new era of
highspeed, low-latency wireless connectivity, as well as the enabling of transformative …

Hyperparameter Optimization of Random Forest Algorithm to Enhance Performance Metric Evaluation of 5G Coverage Prediction

H Yuliana, S Basuki, MR Hidayat… - Buletin Pos dan …, 2024 - bpostel.kominfo.go.id
Utilizing of 5G technology has become a major focus in the development of more advanced
and efficient telecommunications networks. In this context, 5G coverage prediction becomes …

A Review of Coverage Predictions in Mobile Communication Systems using Machine Learning Algorithm

H Yuliana - 2023 17th International Conference on …, 2023 - ieeexplore.ieee.org
The needs for best signal coverage and high performance cellular network quality is critical
in planning, designing, and operating 5G cellular networks due to the maturity of Internet …

Modelamiento de la propagación de ondas de radio para redes inalámbricas de sensores en cultivos de yuca

A Barrios-Ulloa - 2024 - repositorio.cuc.edu.co
Resumen en español El modelado de la propagación de ondas en un canal de
telecomunicaciones es una de las tareas más importantes para los ingenieros encargados …

Performance Evaluation of Coverage Prediction in 4G Networks Using Machine Learning Classification Algorithm

H Yuliana, AM Ridwan, A Charisma… - … on Wireless and …, 2024 - ieeexplore.ieee.org
Network coverage prediction is an important aspect of 4G network planning and
optimization. In this study, we conducted a comprehensive analysis of the performance of …

Evaluating the effectiveness of machine learning models for path loss prediction at 3.5 GHz with focus on feature prioritization

FE Shaibu, EN Onwuka, N Salawu… - Nigerian Journal of …, 2024 - ajol.info
Accurate path loss prediction is vital for efficient resource allocation, interference reduction,
and overall network reliability in 5G networks, particularly in the widely deployed mid-band …

Accurate path loss prediction is vital for efficient resource allocation, interference reduction, and overall network reliability in 5G networks, particularly in the widely …

FE Shaibu, EN Onwuka, N Salawu… - Nigerian Journal of …, 2024 - ajol.info
Accurate path loss prediction is vital for efficient resource allocation, interference reduction,
and overall network reliability in 5G networks, particularly in the widely deployed mid-band …

Predicting The Path Loss at the Receiver for 4G Communications 2600MHz Using Mathematical Model in Amara City

NA Abdullrazaq, HA Hasan - 2024 International Symposium of …, 2024 - ieeexplore.ieee.org
The prediction of radio propagation refers to predicting the behavior of radio signals that
travel from one point to another in a vacuum or atmosphere. Since radio signals are a form …