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Data Factory

RF fingerprinting example

Pre-requisites

GPU is required. The code is tested to work with:

  • Python 2.7.16
  • Keras 2.2.4
  • tensorflow 1.12

Running

For running an example RF fingerprinting on the UAV dataset 3 steps should be followed:

  1. Download the dataset from here: https://genesys-lab.org/hovering-uavs
  2. Run the code in SigMF folder with instructions in the corresponding README.md to generate .mat files out of the downloaded dataset.
  3. Run the code in the preprocessing folder with instructions in the corresponding README.md to generate 4 .pkl files, which are the input to the deep learning framework.
  4. Run the code in the DLFramework folder with instructions in the corresponding README.md.