Generative AI for Wireless Interference Modeling: Text-Controlled Waveform Synthesis Using Stable Diffusion

by Tylek, Matthew, Truongcao, Keith, Hossain, Md Shakir and Dandekar, Kapil R.

Reference:

M. Tylek, K. Truongcao, M. S. Hossain, K. R. Dandekar, “Generative AI for Wireless Interference Modeling: Text-Controlled Waveform Synthesis Using Stable Diffusion”, In 2025 IEEE Wireless and Microwave Technology Conference (WAMICON), pp. 1-4, 2025.

Bibtex Entry:

@INPROCEEDINGS{11004115,
  author={Tylek, Matthew and Truongcao, Keith and Hossain, Md Shakir and Dandekar, Kapil R.},
  booktitle={2025 IEEE Wireless and Microwave Technology Conference (WAMICON)}, 
  title={Generative AI for Wireless Interference Modeling: Text-Controlled Waveform Synthesis Using Stable Diffusion}, 
  year={2025},
  volume={},
  number={},
  pages={1-4},
  keywords={Wireless communication;Generative AI;Retrieval augmented generation;LoRa;Interference;Receivers;Real-time systems;Jamming;Spectrogram;Software radio;Software-defined radio;Stable diffusion;LoRA;Generative AI;Waveform synthesis;Interference modeling;IQ data},
  doi={10.1109/WAMICON64429.2025.11004115}}