RF-3DGS

RF-3DGS (Radio-Frequency 3D Gaussian Splatting) is an open-source framework designed for simulating and reconstructing radio radiance field. For more details, please check our paper: RF-3DGS: Wireless Channel Modeling with Radio Radiance Field and 3D Gaussian Splatting.

Rf-3DGS-video.mp4

We also support interactive demo on Dr. Sun's website:

For Real-time Radio Radiance Field Demo: Radio Radiance Field in a Lobby:

For Real-time 3D Visual Reconstruction Demo: Optical Radiance Field via 3DGS:

Another example:

For Real-time Radio Radiance Field Demo: Radio Radiance Field in UW-Madison (Dr. Feng Ye's Lab):

For Real-time 3D Visual Reconstruction Demo: Optical Radiance Field via 3DGS (Dr. Feng Ye's Lab):

The code and dataset for RF-3DGS will be released soon.

If you find this work helpful, please cite it:

@misc{zhang2025rf3dgswirelesschannelmodeling,
      title={RF-3DGS: Wireless Channel Modeling with Radio Radiance Field and 3D Gaussian Splatting}, 
      author={Lihao Zhang and Haijian Sun and Samuel Berweger and Camillo Gentile and Rose Qingyang Hu},
      year={2025},
      eprint={2411.19420},
      archivePrefix={arXiv},
      primaryClass={cs.NI},
      url={https://arxiv.org/abs/2411.19420}, 
}