Predicting point-wise path loss through satellite images and height maps using deep learning.
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Sep 16, 2022 - Python
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pathloss
Here are 9 public repositories matching this topic...
PathFinder: Advancing Path Loss Prediction for Single-to-Multi-Transmitter Scenario, Pattern Recognition, 2026, Pathloss, wireless, 5G
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Apr 15, 2026 - Python
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Nov 26, 2021 - Python
A NetSim-Matlab-based project that simulates the performance analysis of a Multi-UAV - Base Station network for communications in the application of forest fire monitoring and detection.
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Jan 3, 2024
Path Loss in Urban LoRa Networks
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Jun 8, 2022 - Makefile
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.
data-science machine-learning random-forest wifi artificial-intelligence powerbi wireless-communication pathloss pathloss-model
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Feb 24, 2025 - Jupyter Notebook
Code for "Physics-Anchored Discovery of Trustworthy Pathloss Models": a discovery method whose output is physically valid and structurally deterministic, plus the evaluation tools and full experiment records.
symbolic-regression wireless-communications pathloss physics-informed radio-propagation model-discovery pysr kolmogorov-arnold-networks channel-modeling
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Aug 17, 2026 - Python
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