LWM-Spectro: A foundation model for wireless baseband signal spectrograms
Published in Submitted to IEEE International Conference on Communications (ICC), 2026
Abstract
We present LWM-Spectro, a foundation model designed for analyzing wireless baseband signal spectrograms. This work introduces novel deep learning approaches for signal processing and analysis in wireless communication systems.
Key Contributions
- Foundation Model: Novel foundation model architecture for wireless signal analysis
- Spectrogram Analysis: Advanced techniques for baseband signal spectrogram processing
- Deep Learning Integration: State-of-the-art deep learning methods for wireless communications
Status
Preprint - Submitted to Proc. IEEE Int. Conf. Commun. (ICC), 2026
Keywords
Foundation models, Wireless communications, Signal processing, Spectrograms, Deep learning, Baseband signals