Wireless Interference Identification with Convolutional Neural Networks

Z. Tian and G. B. Giannakis, “Compressed sensing for wideband cognitive radios,” in 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP ’07 , 2007, pp. 1357–1360

2007

Earlier work this paper cites.

B. Danev and S. Capkun, “Transient-based identification of wireless sensor nodes,” in IPSN , 2009

2009

Earlier work this paper cites.

K. Ahmad, G. Shresta, U. Meier, and H. Kwasnicka, “Neuro-fuzzy signal classifier (NFSC) for standard wireless technologies,” in 2010 7th International Symposium on Wireless Communication Systems , Sept 2010, pp. 616–620

2010

Earlier work this paper cites.

D. C. Cireşan, U. Meier, and J. Schmidhuber, “Multi-column deep neural networks for image classification,” CoRR , vol. abs/1202.2745, 2012

Original

2012

Earlier work this paper cites.

A. Krizhevsky, I. Sutskever, and G. Hinton, “Imagenet classification with deep convolutional neural networks,” in Advances in Neural Information Processing Systems 25 , F. Pereira, Burges, C. J. C., L. Bottou, and K. Q. Weinberger, Eds. Curran Associates, Inc, 2012, pp. 1097–1105. [Online]. Available: www.papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf

2012

Earlier work this paper cites.

M. Lin, Q. Chen, and S. Yan, “Network in network,” CoRR , vol. abs/1312.4400, 2013

Original

2013

Cited alongside, same era.

IEC, “Industrial communication networks – wireless communication networks – part 2: Coexistence management,” 2013

2013

Cited alongside, same era.

D. P. Kingma and J. Ba, “Adam: A method for stochastic optimization,” CoRR , vol. abs/1412.6980, 2014

Original

2014

Cited alongside, same era.

F. Chollet, “Keras: Deep learning library for theano and tensorflow,” 2015. [Online]. Available: www.github.com/fchollet/keras

2015

Cited alongside, same era.

D. Wieruch, P. Jung, T. Wirth, A. Dekorsy, and T. Haustein, “Cognitive radios exploiting gray spaces via compressed sensing,” Frequenz , vol. 70, no. 7-8, pp. 289–300, 2016

2016

T. J. O’Shea, J. Corgan, and T. C. Clancy, “Convolutional radio modulation recognition networks,” CoRR , vol. abs/1602.04105, 2016

Original

2016

Later among the works it cites.

E. Blossom, B. Hilburn, J. Corgan, and GNU Project, “Gnuradio,” 2016. [Online]. Available: www.gnuradio.org/

2016

Later among the works it cites.

“Simulink,” 2016. [Online]. Available: www.mathworks.com

2016

Later among the works it cites.

Theano Development Team, “Theano: A Python framework for fast computation of mathematical expressions,” arXiv e-prints , vol. abs/1605.02688, May 2016. [Online]. Available: http://arxiv.org/abs/1605.02688

Original

2016

Later among the works it cites.