Deep Neural Network Feature Designs for RF Data-Driven Wireless Device Classification

no code implementations • 2 Mar 2021 • Bechir Hamdaoui, Abdurrahman Elmaghbub, Seifeddine Mejri

We then present novel feature design approaches that exploit the distinct structures of the RF communication signals and the spectrum emissions caused by transmitter hardware impairments to custom-make DNN models suitable for classifying wireless devices using RF signal data.

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