Sayantan Bhattacharyya

Diffusion Based RF Signal Generation and Augmentation for Automatic Modulation Classification in 6G Networks

Automatic Modulation Classification (AMC) is a vital enabling technology for intelligent spectrum sensing and cognitive radio in future AI-native 6G networks. However, the low diversity of labelled radio frequency (RF) datasets and limited availability of labelled RF datasets limit the performance of deep learning-base...