ICASSP 2023 SPGC

Results

Short challenge overview: The First Pathloss Radio Map Prediction Challenge
Challenge overview including a comprehensive literature review: Overview of the First Pathloss Radio Map Prediction Challenge

Agile method: Agile Radio Map Prediction Using Deep Learning
Extended version including e.g. the study of the effect of building density and application to the AP ON/OFF problem: REM-U-Net: Deep Learning Based Agile REM Prediction with Energy-Efficient Cell-Free Use Case

PMNet: PMNet: Large-Scale Channel Prediction System for ICASSP 2023 First Pathloss Radio Map Prediction Challenge

PPNet: Deep Learning-Based Path Loss Prediction for Outdoor Wireless Communication Systems

Results including late submissions (after ICASSP 2023)

REM-Net+: REM-Net+: 3D Radio Environment Map Construction Guided by Radio Propagation Model