20 citations · 37 across the 5 of their papers we have counts for
5 papers
Estimating Rural Path Loss with ITU-R P.1812-7 : Impact of Geospatial Inputs
Mathieu Chateauvert, Jonathan Ethier, Adrian Florea
Accurate radio wave propagation modeling is essential for effective spectrum management by regulators and network deployment by operators. This paper investigates the ITU-R P.1812-…
Map-Based Path Loss Prediction in Multiple Cities Using Convolutional Neural Networks
Ryan G. Dempsey, Jonathan Ethier, Halim Yanikomeroglu
Radio deployments and spectrum planning benefit from path loss predictions. Obstructions along a communications link are often considered implicitly or through derived metrics such…
Clutter Classification Using Deep Learning in Multiple Stages
Ryan Dempsey, Jonathan Ethier
Path loss prediction for wireless communications is highly dependent on the local environment. Propagation models including clutter information have been shown to significantly inc…
Signal Attenuation through Foliage Estimator (SAFE)
Mathieu Châteauvert, Jonathan Ethier, Pierre Bouchard
The SAFE tool is an open-source Radio Frequency (RF) propagation model designed for path loss predictions in foliage-dominant environments. It utilizes the ITU-R P.1812-6 model as…
Machine Learning-Based Path Loss Modeling with Simplified Features
Jonathan Ethier, Mathieu Chateauvert
Propagation modeling is a crucial tool for successful wireless deployments and spectrum planning with the demand for high modeling accuracy continuing to grow. Recognizing that det…