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Radio-Frequency Fingerprint Identification Resources

Last updated: 21 September 2026

Radio-Frequency Fingerprint Identification
Overview Publications Datasets Recommended reading Resources Publications by topic Getting started

This page provides software, datasets, tutorials, and other resources for radio-frequency fingerprint identification.

MATLAB Resources

  • Design a Deep Neural Network with Simulated Data to Detect WLAN Router Impersonation
  • Test a Deep Neural Network with Captured Data to Detect WLAN Router Impersonation

YouTube Videos

  • Deep Convolutional Neural Networks for Device Identification, by Prof Kaushik Chowdhury
  • Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Practical Considerations, by Prof Danijela Cabric

About

Junqing Zhang
Reader (Associate Professor)
University of Liverpool

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junqing.zhang@liverpool.ac.uk
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https://www.liverpool.ac.uk/people/junqing-zhang

© 2026 Junqing Zhang