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[HTML][HTML] Large scale survey for radio propagation in develo** machine learning model for path losses in communication systems
Several orthodox approaches, such as empirical methods and deterministic methods, had
earlier been used for the prediction of path loss in wireless communication systems. These …
earlier been used for the prediction of path loss in wireless communication systems. These …
Optimal model for path loss predictions using feed-forward neural networks
In this paper, an optimal model is developed for path loss predictions using the Feed-
Forward Neural Network (FFNN) algorithm. Drive test measurements were carried out in …
Forward Neural Network (FFNN) algorithm. Drive test measurements were carried out in …
Opportunities and challenges of bridging the digital divide using 5G enabled high altitude platforms and TVWS spectrum
Like with the past generations of mobile cellular networks, deployment of 5G services in
rural areas are expected to be financially and technically challenging. Currently, researchers …
rural areas are expected to be financially and technically challenging. Currently, researchers …
[HTML][HTML] Path loss predictions for multi-transmitter radio propagation in VHF bands using Adaptive Neuro-Fuzzy Inference System
Path loss prediction is an important process in radio network planning and optimization
because it helps to understand the behaviour of radio waves in a specified propagation …
because it helps to understand the behaviour of radio waves in a specified propagation …
Outdoor path loss predictions based on extreme learning machine
In a typical outdoor environment, the propagation of radio waves is usually random in
nature, to the extent that the characterization of the wireless channel often becomes very …
nature, to the extent that the characterization of the wireless channel often becomes very …
Calibration of ray-tracing with diffuse scattering against 28-GHz directional urban channel measurements
R Charbonnier, C Lai, T Tenoux… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
This paper describes the calibration of the Volcano ray-tracing engine against channel
measurements collected in an urban environment with a state-of-the-art 28-GHz directional …
measurements collected in an urban environment with a state-of-the-art 28-GHz directional …
[HTML][HTML] Path loss dataset for modeling radio wave propagation in smart campus environment
SI Popoola, AA Atayero, OD Arausi, VO Matthews - Data in brief, 2018 - Elsevier
Path loss models are often used by radio network engineers to predict signal coverage,
optimize limited network resources, and perform interference feasibility studies. However …
optimize limited network resources, and perform interference feasibility studies. However …
Large-scale radio propagation path loss measurements and predictions in the VHF and UHF bands
For decades now, a lot of radio wave path loss propagation models have been developed
for predictions across different environmental terrains. Amongst these models, empirical …
for predictions across different environmental terrains. Amongst these models, empirical …
Path loss prediction model development in a mountainous forest environment
We consider a method for develo** a radio-wave propagation prediction model in a
mountainous forested area. A new path loss development approach uses a free-space path …
mountainous forested area. A new path loss development approach uses a free-space path …
Standard propagation model tuning for path loss predictions in built-up environments
This paper provides a simple optimization procedure using ATOLL planning tool for
Standard Propagation Model (SPM). Measurement campaigns were conducted to collect …
Standard Propagation Model (SPM). Measurement campaigns were conducted to collect …