Yutao Jiao

Spatio-Temporal-Frequency Radio Map Inference via Physical Guided Multiscale Bayesian Neural Networks

This letter aims to reconstruct spatio-temporal-frequency radio maps from sparse sensor measurements to support proactive wireless resource allocation in low-altitude UAV scenarios. We propose a physically guided multiscale Bayesian neural network (PGM-BNN), which integrates a learnable distance-dependent attenuation p...