Tamoghna Roy

Over-the-Air Deep Learning Based Radio Signal Classification

Timothy J. O’Shea, Tamoghna Roy, T. Charles Clancy · IEEE Journal of Selected Topics in Signal Processing · 2018 · 1.5K citations · Full text

Computing, Computer Science, Electrical Engineering +17

Spectral detection and localization of radio events with learned convolutional neural features

Timothy J. O’Shea, Tamoghna Roy, Tugba Erpek · 2017 · 37 citations

Computing, Computer Science, Computer Vision +16

Approximating the Void: Learning Stochastic Channel Models from Observation with Variational Generative Adversarial Networks

Timothy J. O’Shea, Tamoghna Roy, Nathan West · 2019 International Conference on Computing, Networking and Communications (ICNC) · 2019 · 22 citations · Full text

Engineering, Communication, Electrical Engineering +15

Physical Layer Communications System Design Over-the-Air Using Adversarial Networks

Timothy J. O’Shea, Tamoghna Roy, Nathan West et al. · 2018 · 14 citations · Full text

Engineering, Communication, Electrical Engineering +10

SigMF: The Signal Metadata Format

Ben Hilburn, Nathan West, Tim O’Shea et al. · 2018 · 14 citations

Computing, Computer Science, Data Engineering +10