Over The Air Performance of Deep Learning for Modulation Classification across Channel Conditions. - Venkatesh Sathyanarayanan; Mark Wagner; Peter Gerstoft (ACSSC, 2020)

Novel Training Methodology to Enhance Deep Learning Based Modulation Classification. - Venkatesh Sathyanarayanan; Ankush Jolly; Peter Gerstoft (ACSCC, 2021)

Data Centric Approach to Modulation Classification. - Venkatesh Sathyanarayanan; Peter Gerstoft; Aly El Gamal (COMSNETS, 2023)

Deep Learning-Based Modulation Classification for OFDM Systems Without Symbol-Level Synchronization. - Byungjun Kim; Venkatesh Sathyanarayanan; Christoph F. Mecklenbräuker; Peter Gerstoft (ICASSP Workshops, 2023)

RML22: Realistic Dataset Generation for Wireless Modulation Classification. - Venkatesh Sathyanarayanan; Peter Gerstoft; Aly El Gamal (IEEE Trans. Wirel. Commun., 2023)

Detection and Characterization of Unintended RF Emissions on Wideband Real Data. - Venkatesh Sathyanarayanan; Peter Gerstoft (SPCOM, 2024)

Characterization of intended and unintended RF emissions - Venkatesh Sathyanarayanan (2024)