rf-fingerprinting

Proposes a Hamiltonian Transformer, a physics-informed attention mechanism that enforces norm-preserving value dynamics for RF transmitter fingerprinting, achieving 99.12% accuracy in same-day conditions and 61.64% with 150 transmitters, outperforming CNN and Transformer baselines.