Cheng Chang

Robust Radio Frequency Fingerprint Identification via Multi-Scale Complex-Valued Learning and Balanced Domain Alignment

Specific emitter identification (SEI) enables physical-layer authentication of wireless devices by exploiting hardware-induced radio-frequency (RF) fingerprints embedded in received signals. However, existing deep learning–based SEI methods often suffer from limited cross-domain generalization, as models tend to overfi...