Christian Nettersheim

A Systematic Sample Size Analysis of ML-Based Path Loss Prediction for LPWAN

Low Power Wide Area Networks like LoRa are increasingly deployed for smart city applications, requiring accurate path loss prediction for effective network planning. Traditional (empirical) propagation models often exhibit limited accuracy in these scenarios. We investigate machine learning models for LoRa path loss pr...