Wu-Peng Xie

Radio-FM: A Foundation Model for Radio Signal Representation Learning and Its Applications

Applying foundation models to the radio frequency (RF) domain presents unique challenges due to the intrinsic physical complexity of raw I/Q signals and the extreme heterogeneity of spectral data. In this paper, we present Radio-FM, a scalable family of foundation models designed for universal radio signal representati...