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Showing 1 to 2 of 2 for “"RF fingerprint"”.
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On the Use of Convolutional Neural Networks for Specific Emitter Identification
… each transmission, known as its radio frequency (RF) fingerprint. SEI systems are of vital importance to the military for applications such as early warning systems, emitter tracking, and emitter location. More recently, cognitive radio systems have started making use of SEI systems to enforce …
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RF Fingerprinting Unmanned Aerial Vehicles
… we propose an authentication system based on RF fingerprinting. Specifically, we extract and use the device-specific hardware impairments embedded in the transmitted RF signal to separate the identity of each UAV. To achieve this goal, AlexNet with the data augmentation technique was …