2 papers
cs.LG2025
Photon Splatting: A Physics-Guided Neural Surrogate for Real-Time Wireless Channel Prediction
Ge Cao, Gabriele Gradoni, Zhen Peng
We present Photon Splatting, a physics-guided neural surrogate model for real-time wireless channel prediction in complex environments. The proposed framework introduces surface-at…
eess.SP2024
RayProNet: A Neural Point Field Framework for Radio Propagation Modeling in 3D Environments
Ge Cao, Zhen Peng
The radio wave propagation channel is central to the performance of wireless communication systems. In this paper, we introduce a novel machine learning-empowered methodology for w…