Learning to fingerprint: physical layer identification

Authors

  • Cyrille Morin
  • Thibaut Vial
  • Jakob Hoydis
  • Leonardo S. Cardoso INSA Lyon
  • Jean Marie Gorce INSA Lyon

Abstract

We investigate the use of a neural network to identify the transmitter of a random modulated message, without any preamble or identifying code. The Cognitive Radio Testbed (FIT/CorteXlab) is used to collect experimental datasets in a reproducible way to train the neural network.

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Published

2021-01-02

Issue

Vol. 1 No. 1 (2018): First European GNU Radio days

Section

Articles

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