| Radio machine learning dataset generation with gnu radio TJ O'shea, N West Proceedings of the GNU radio conference 1 (1), 2016 | 571 | 2016 |
| Deep architectures for modulation recognition NE West, T O'shea 2017 IEEE international symposium on dynamic spectrum access networks …, 2017 | 490 | 2017 |
| 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 | 131 | 2019 |
| 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 | 123 | 2018 |
| Semi-supervised radio signal identification TJ O'Shea, N West, M Vondal, TC Clancy 2017 19th International Conference on Advanced Communication Technology …, 2017 | 84 | 2017 |
| Classifying the position of a wireless device E West, NE West US Patent 8,509,806, 2013 | 81 | 2013 |
| Processing communications signals using a machine-learning network TJ O'shea, N West, J Corgan US Patent 10,833,785, 2020 | 42 | 2020 |
| Learning communication systems using channel approximation TJ O'shea, B Hilburn, T Roy, N West US Patent 10,531,415, 2020 | 33 | 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 | 32 | 2020 |
| Sigmf: the signal metadata format B Hilburn, N West, T O'Shea, T Roy Proceedings of the GNU Radio Conference 3 (1), 2018 | 25 | 2018 |
| 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 | 15 | 2019 |
| Devices, systems and methods for remote control input EH West, NE West US Patent 8,508,478, 2013 | 14 | 2013 |
| DFT signal detection and channelization with a deep neural network modulation classifier NE West, K Harwell, B McCall 2017 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2017 | 11 | 2017 |
| Machine learning remakes radio J Downey, B Hilburn, T O'Shea, N West IEEE Spectrum 57 (5), 35-39, 2020 | 10 | 2020 |
| A wideband signal recognition dataset N West, T O’Shea, T Roy 2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021 | 8 | 2021 |
| 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 | 7 | 2018 |
| The comprehensive gnu radio archive network R Sharan, N West Online]. Retrieved from the Internet:,(Nov. 2015) 5, 2015 | 7 | 2015 |
| Wideband signal localization with spectral segmentation N West, T Roy, T O'Shea arXiv preprint arXiv:2110.00583, 2021 | 6 | 2021 |
| Adversarially generated communications N West, T Roy, TJ O'shea, B Hilburn US Patent App. 16/786,281, 2020 | 6 | 2020 |
| In the Future, AIs—Not Humans—Will Design Our Wireless Signals J Downey, B Hilburn, T O'Shea, N West IEEE Spectrum Magazine 2020 (5), 2020 | 6 | 2020 |
Tim O'SheaCTO/Founder, DeepSigVerifierad e-postadress på vt.edu
