Cite this Project

If you use WavesFM, please cite the papers.

BibTeX

@article{aboulfotouh2025multimodal,
  title   = {Multimodal Wireless Foundation Models},
  author  = {Aboulfotouh, Ahmed and Abou-Zeid, Hatem},
  journal = {arXiv preprint arXiv:2511.15162},
  year    = {2025},
  url     = {https://arxiv.org/abs/2511.15162}
}

@article{aboulfotouh2025image,
  author  = {Aboulfotouh, Ahmed and Mohammed, Elsayed and Abou-Zeid, Hatem},
  title   = {{6G} {WavesFM}: A Foundation Model for Sensing, Communication, and Localization},
  journal = {IEEE Open J. Commun. Soc.},
  year    = {2025},
  volume  = {6},
  doi     = {10.1109/OJCOMS.2025.3600616}
}

@inproceedings{aboulfotouh2024building6gradiofoundation,
  title     = {Building {6G} Radio Foundation Models with Transformer Architectures},
  author    = {Ahmed Aboulfotouh and Ashkan Eshaghbeigi and Hatem Abou-Zeid},
  booktitle = {Proc. IEEE Int. Conf. Commun. (ICC)},
  year      = {2025}
}

Acknowledgments

Please also credit dataset owners as listed on each dataset page.