Tim O'Shea
Tim O'Shea
Research Assistant Professor, Virginia Tech
Verified email at vt.edu - Homepage
Title
Cited by
Cited by
Year
An Introduction to Deep Learning for the Physical Layer
TJ O'Shea, J Hoydis
IEEE Transactions on Cognitive Communications and Networking, 2017
11702017
Convolutional Radio Modulation Recognition Networks
TJ O'Shea, J Corgan, TC Clancy
Engineering Applications of Neural Networks: 17th International Conference …, 2016
5622016
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
3902018
Applications of machine learning to cognitive radio networks
C Clancy, J Hecker, E Stuntebeck, T O'Shea
Wireless Communications, IEEE 14 (4), 47-52, 2007
3822007
Deep Architectures for Modulation Recognition
NE West, TJ O'Shea
IEEE International Symposium on Dynamic Spectrum Access Networks, 2017
2062017
Radio machine learning dataset generation with gnu radio
TJ O'shea, N West
Proceedings of the GNU Radio Conference 1 (1), 2016
1872016
Deep learning based MIMO communications
TJ O'Shea, T Erpek, TC Clancy
arXiv preprint arXiv:1707.07980, 2017
1672017
Learning to communicate: channel auto-encoders, domain specific regularizers, and attention
TJ O'Shea, K Karra, TC Clancy
2016 IEEE International Symposium on Signal Processing and Information …, 2016
1572016
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
682018
Unsupervised representation learning of structured radio communication signals
TJ O'Shea, J Corgan, TC Clancy
2016 First International Workshop on Sensing, Processing and Learning for …, 2016
652016
Practical signal detection and classification in gnu radio
TJ O’shea, TC Clancy, HJ Ebeid
SDR forum technical conference (SDR), 2007
542007
Recurrent neural radio anomaly detection
TJ O'Shea, TC Clancy, RW McGwier
arXiv preprint arXiv:1611.00301, 2016
532016
Radio transformer networks: Attention models for learning to synchronize in wireless systems
TJ O'Shea, L Pemula, D Batra, TC Clancy
2016 50th Asilomar Conference on Signals, Systems and Computers, 662-666, 2016
482016
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
472019
Physical layer deep learning of encodings for the MIMO fading channel
TJ O'Shea, T Erpek, TC Clancy
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
462017
Semi-supervised radio signal identification
TJ O'Shea, N West, M Vondal, TC Clancy
2017 19th International Conference on Advanced Communication Technology …, 2017
442017
Architecture for an open-source cognitive radio
E Stuntebeck, T O’Shea, J Hecker, T Clancy
Proceedings of the SDR forum technical conference, 2006
402006
SIMD programming in GNURadio: Maintainable and user-friendly algorithm optimization with VOLK
T Rondeau, N McCarthy, T O’Shea
Conference on Communications Technologies and Software Defined Radio (SDR’12 …, 2012
382012
Learning approximate neural estimators for wireless channel state information
T O'Shea, K Karra, TC Clancy
2017 IEEE 27th international workshop on machine learning for signal …, 2017
372017
Deep learning for wireless communications
T Erpek, TJ O’Shea, YE Sagduyu, Y Shi, TC Clancy
Development and Analysis of Deep Learning Architectures, 223-266, 2020
282020
The system can't perform the operation now. Try again later.
Articles 1–20