| Over-the-air deep learning based radio signal classification TJ O’Shea, T Roy, TC Clancy IEEE Journal of Selected Topics in Signal Processing 12 (1), 168-179, 2018 | 679 | 2018 |
| Physical layer communications system design over-the-air using adversarial networks TJ O'Shea, T Roy, N West, BC Hilburn 2018 26th European Signal Processing Conference (EUSIPCO), 529-532, 2018 | 87 | 2018 |
| Approximating the void: Learning stochastic channel models from observation with variational generative adversarial networks TJ O’Shea, T Roy, N West 2019 International Conference on Computing, Networking and Communications …, 2019 | 75 | 2019 |
| Learning robust general radio signal detection using computer vision methods T O'Shea, T Roy, TC Clancy 2017 51st asilomar conference on signals, systems, and computers, 829-832, 2017 | 27 | 2017 |
| Spectral detection and localization of radio events with learned convolutional neural features TJ O'Shea, T Roy, T Erpek 2017 25th European Signal Processing Conference (EUSIPCO), 331-335, 2017 | 21 | 2017 |
| SigMF: The signal metadata format B Hilburn, N West, T O'Shea, T Roy Proceedings of the GNU Radio Conference 3 (1), 2018 | 13 | 2018 |
| Learning communication systems using channel approximation TJ O'shea, B Hilburn, T Roy, N West US Patent 10,531,415, 2020 | 8 | 2020 |
| Generative adversarial radio spectrum networks T Roy, T O'Shea, N West Proceedings of the ACM Workshop on Wireless Security and Machine Learning, 12-15, 2019 | 6 | 2019 |
| A word-space visualization approach to study college of engineering mission statements S Bhaduri, T Roy 2017 IEEE Frontiers in Education Conference (FIE), 1-5, 2017 | 5 | 2017 |
| Demonstrating deep learning based communications systems over the air in practice TJ O’Shea, T Roy, N West, BC Hilburn 2018 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2018 | 4 | 2018 |
| Demonstrating use of natural language processing to compare college of engineering mission statements S Bhaduri, T Roy 2017 ASEE Annual Conference & Exposition, 2017 | 3 | 2017 |
| A wideband signal recognition dataset N West, T O’Shea, T Roy 2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021 | 2 | 2021 |
| Adversarially generated communications N West, T Roy, TJ O'shea, B Hilburn US Patent App. 16/786,281, 2020 | 2 | 2020 |
| Radio frequency band segmentation, signal detection and labelling using machine learning N West, T Roy, TJ OShea, B Hilburn US Patent App. 16/676,229, 2020 | 2 | 2020 |
| Power Measurement Based Code Classification for Programmable Logic Circuits T Roy, AAL Beex 2018 IEEE International Symposium on Signal Processing and Information …, 2018 | 2 | 2018 |
| BER modeling for interference canceling FIR Wiener equalizer T Roy, AA (Louis) Beex International Conference on Computing, Networking and Communications (ICNC …, 2013 | 2 | 2013 |
| Wideband signal localization with spectral segmentation N West, T Roy, T O'Shea arXiv preprint arXiv:2110.00583, 2021 | 1 | 2021 |
| BER Modeling for Interference Canceling Adaptive NLMS Equalizer T Roy Virginia Tech, 2014 | 1 | 2014 |
| LEARNING COMMUNICATION SYSTEMS USING CHANNEL APPROXIMATION TJ O'shea, B Hilburn, T Roy, N West US Patent App. 17/674,020, 2022 | | 2022 |
| Communications and measurement systems for characterizing radio propagation channels TJ O'shea, B Hilburn, N West, T Roy US Patent 11,284,277, 2022 | | 2022 |
Tim O'SheaCTO, DeepSigVerified email at vt.edu
