[HTML][HTML] Large scale survey for radio propagation in developing machine learning model for path losses in communication systems

H Chiroma, P Nickolas, N Faruk, E Alozie, IFY Olayinka… - Scientific African, 2023 - Elsevier
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 …

Evaluating NGBoost as a Model for Probabilistic Prediction for V-Band Power Attenuation

RL Gesner, CG Christodoulou… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
A novel application of probabilistic prediction for estimating mm-wave attenuation due to
varying weather conditions is developed. Validation of atmospheric propagation models in …