Hamiltonian-Inspired Attention Mechanism for Scalable RF Transmitter Fingerprinting

Chitraksh Singh, Monisha Dhanraj, Akram Sheriff

Radio-frequency (RF) fingerprinting identifies wire-less transmitters using hardware-induced imperfections present in baseband I/Q signals. However, deep learning models often degr…