Distinguishable IQ Feature Representation for Domain-Adaptation Learning of WiFi Device Fingerprints

Deep learning (DL)-based RF fingerprinting (RFFP) technology has emerged as a powerful physical-layer security mechanism, enabling device identification and authentication based on unique device-specific signatures that can be extracted from the received RF signals. However, DL-based RFFP methods fa...

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Bibliographic Details
Main Authors: Abdurrahman Elmaghbub, Bechir Hamdaoui
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Machine Learning in Communications and Networking
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Online Access:https://ieeexplore.ieee.org/document/10640139/
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