Pingzhi Fan

Open Set RF Fingerprinting Identification: A Joint Prediction and Siamese Comparison Framework

2025 · arXiv (Cornell University)

Radio Frequency Fingerprinting Identification (RFFI) is a lightweight physical layer identity authentication technique. It identifies the radio-frequency device by analyzing the signal feature differences caused by the inevitable minor hardware impairments. However, existing RFFI methods …