radio frequency fingerprinting 2cross-environment adaptation 1cross-receiver adaptation 1domain adaptation 1graph neural networks 1hardware shift mitigation 1iot device identification 1iot security 1open-set classification 1prototype calibration 1
From the 2 of 2 linked papers with an AI index.
2 papers
eess.SP2026
Physics-Informed Structure Anchoring With Capture-Aware Prototype Calibration for Cross-Environment RF Fingerprinting
Fengchong Yao, Jianbing Li, Qing Liu +4
The paper introduces PISA-CAPC, a method that uses physics‑informed graph representations of antenna topology and carrier‑frequency‑offset conditioning, together with unlabeled pro…
eess.SP2026
Cross-Receiver Open-Set Radio Frequency Fingerprinting via Structure-First Adaptation
Fengchong Yao, Jianbing Li, Qing Liu +4
The paper proposes CRODA-ST, a joint optimization framework that combines discriminative structure anchoring and rejection‑oriented alignment to enable reliable radio‑frequency fin…