Guan Gui

Ultra Lite Convolutional Neural Network for Fast Automatic Modulation Classification in Low-Resource Scenarios

2022 · arXiv (Cornell University)

Automatic modulation classification (AMC) is a key technique for designing non-cooperative communication systems, and deep learning (DL) is applied effectively to AMC for improving classification accuracy. However, most of the DL-based AMC methods have a …

A Novel Radio Frequency Fingerprint Identification Method Using Incremental Learning

2022 · 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)

Radio frequency fingerprint (RFF) is regarded as a key technology in physical layer security in various wireless communications systems. Deep learning (DL) has achieved great success in the field of signal identification, particularly in improving …