Interpretable Feature Learning for RF Fingerprinting via Polar MKANs

Mikhail Krasnov, Ljupcho Milosheski, Carolina Fortuna

Radio frequency (RF) fingerprinting authenticates wireless devices from hardware-induced I/Q impairments, typically with deep learning feature extractors that are accurate but opaq…