Wireless Cellular Simulator for Radio Resource Management

Library routines for the different pathloss model from 3GPP & ITU for IMT2020 evaluation & 5G simulation works

Predicting point-wise path loss through satellite images and height maps using deep learning.

I am trying to use Deep Learning to solve the Path Loss Model problem

Path loss is a major component in the analysis and design of the link budget of a telecommunication system. Path loss may be due to many effects, such as free-space loss, refraction, diffraction, reflection, aperture-medium coupling loss, and absorption.

Este projeto utiliza aprendizado de máquina para prever a potência do sinal recebido por um usuário em um ambiente indoor conectado a um ponto de acesso Wi-Fi. Foram testados modelos como Random Forest, Lasso e Decision Tree, destacando o uso de Python, Scikit-learn e Power BI para melhorar o planejamento de redes wireless.

This website contains pathloss prediction model in High frequency communication