crossrefFuture Internet2026-04-28
Explaining Seasonal 5G Path Loss in a Vineyard: From Empirical Models to Interpretable Machine Learning
Daniel Schneider, Ali Imran Jehangiri, Daniel Müller, Hannes Frey, Maria Anna Wimmer
Radio network planning is critical for 5G deployments, particularly for temporary installations in rural areas where terrain and vegetation significantly impact signal propagation. While empirical path loss (PL) models characterize propagation environments through scenario-specif…