Tamoghna Roy
Tamoghna Roy
DeepSig Inc. | Virginia Tech
Verified email at vt.edu - Homepage
Cited by
Cited by
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
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
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
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
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
SigMF: the signal metadata format
B Hilburn, N West, T O'Shea, T Roy
Proceedings of the GNU Radio Conference 3 (1), 2018
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
Learning communication systems using channel approximation
TJ O'shea, B Hilburn, T Roy, N West
US Patent 10,531,415, 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
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
Demonstrating Use of Natural Language Processing to Compare College of Engineering Mission Statements
S Bhaduri, T Roy
2017 ASEE Annual Conference & Exposition, 2017
Adversarially generated communications
N West, T Roy, TJ O'shea, B Hilburn
US Patent App. 16/786,281, 2020
BER modeling for interference canceling FIR Wiener equalizer
T Roy, AA (Louis) Beex
International Conference on Computing, Networking and Communications (ICNC …, 2013
Wideband Signal Localization with Spectral Segmentation
N West, T Roy, T O'Shea
arXiv preprint arXiv:2110.00583, 2021
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
Power Measurement Based Code Classification for Programmable Logic Circuits
T Roy, AAL Beex
2018 IEEE International Symposium on Signal Processing and Information …, 2018
BER Modeling for Interference Canceling Adaptive NLMS Equalizer
T Roy
Virginia Tech, 2014
A Wideband Signal Recognition Dataset
N West, T O'Shea, T Roy
arXiv preprint arXiv:2110.00518, 2021
A Semester Like No Other: Use of Natural Language Processing for Novice-Led Analysis on End-of-Semester Responses on Students’ Experience of Changing Learning Environments Due …
S Bhaduri, M Soledad, T Roy, H Murzi, T Knott
2021 ASEE Virtual Annual Conference Content Access, 2021
MSE Analysis of Bi-scale LMS Used for Narrowband Interference Cancellation
T Roy, T Ikuma, AAL Beex
2020 IEEE Latin-American Conference on Communications (LATINCOM), 1-6, 2020
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