Image Segmentation for Radar Signal Deinterleaving Using Deep Learning

no code implementations • IEEE Transactions on Aerospace and Electronic Systems 2022 • Mustafa Atahan Nuhoglu, Yasar Kemal Alp, Mehmet Ege Can Ulusoy, Hakan Ali Cirpan

The developed preprocessing step uses both versions of the PRI transform outputs to generate 2-D time–PRI images of the collected radar emissions, so that constant and varying PRI patterns are revealed.

Image Segmentation Semantic Segmentation

Classification of Intra-Pulse Modulation of Radar Signals by Feature Fusion Based Convolutional Neural Networks

no code implementations • 19 May 2022 • Fatih Cagatay Akyon, Yasar Kemal Alp, Gokhan Gok, Orhan Arikan

Detection and classification of radars based on pulses they transmit is an important application in electronic warfare systems.