1 citations · 1 across the 3 of their papers we have counts for
4 papers
A Geometric Algebra-Informed 3DGS Framework for Wireless Channel Prediction
Jingzhou Shen, Tianya Zhao, Xuyu Wang
In this paper, we introduce Geometric Algebra-Informed 3D Gaussian Splatting (GAI-GS), a framework for wireless modeling that couples 3D Gaussian splatting with a geometric algebra…
A Geometric Algebra-informed NeRF Framework for Generalizable Wireless Channel Prediction
Jingzhou Shen, Luis Lago Enamorado, Shiwen Mao +1
In this paper, we propose the geometric algebra-informed neural radiance fields (GAI-NeRF), a novel framework for wireless channel prediction that leverages geometric algebra atten…
An Efficient and Explainable KAN Framework for Wireless Radiation Field Prediction
Jingzhou Shen, Xuyu Wang
Modeling wireless channels accurately remains a challenge due to environmental variations and signal uncertainties. Recent neural networks can learn radio frequency~(RF) signal pro…
NeRF-APT: A New NeRF Framework for Wireless Channel Prediction
Jingzhou Shen, Tianya Zhao, Yanzhao Wu +1
Neural radiance fields (NeRFs) have recently attracted significant attention in the field of wireless channel prediction, primarily due to their capability for high-fidelity recons…