Symbol-Aware Emitter Fingerprinting

The Symbol-Aware Emitter Fingerprinting (SAEF) algorithm uniquely identifies mass produced radio emitters that share the same frequency and protocol. Manufacturing variation in analog components naturally leads to a small measure of overall uniqueness in such devices. SAEF is able to find data symbol locations within RF data and exploit these high energy transition points, significantly enhancing fingerprint uniqueness.