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Kunal Sankhe
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Deep learning convolutional neural networks for radio identification
S Riyaz, K Sankhe, S Ioannidis, K Chowdhury
IEEE Communications Magazine 56 (9), 146-152, 2018
3222018
ORACLE: Optimized radio classification through convolutional neural networks
K Sankhe, M Belgiovine, F Zhou, S Riyaz, S Ioannidis, K Chowdhury
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 370-378, 2019
2622019
Deep learning for RF fingerprinting: A massive experimental study
T Jian, BC Rendon, E Ojuba, N Soltani, Z Wang, K Sankhe, A Gritsenko, ...
IEEE Internet of Things Magazine 3 (1), 50-57, 2020
1852020
No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments
K Sankhe, M Belgiovine, F Zhou, L Angioloni, F Restuccia, S D’Oro, ...
IEEE Transactions on Cognitive Communications and Networking 6 (1), 165-178, 2019
1642019
Beyond 5G: THz-based medium access protocol for mobile heterogeneous networks
AS Cacciapuoti, K Sankhe, M Caleffi, KR Chowdhury
IEEE Communications Magazine 56 (6), 110-115, 2018
982018
More is better: Data augmentation for channel-resilient RF fingerprinting
N Soltani, K Sankhe, J Dy, S Ioannidis, K Chowdhury
IEEE Communications Magazine 58 (10), 66-72, 2020
782020
Trust in 5G open RANs through machine learning: RF fingerprinting on the POWDER PAWR platform
G Reus-Muns, D Jaisinghani, K Sankhe, KR Chowdhury
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
592020
Deep learning at the edge for channel estimation in beyond-5G massive MIMO
M Belgiovine, K Sankhe, C Bocanegra, D Roy, KR Chowdhury
IEEE Wireless Communications 28 (2), 19-25, 2021
472021
AirID: Injecting a custom RF fingerprint for enhanced UAV identification using deep learning
S Mohanti, N Soltani, K Sankhe, D Jaisinghani, M Di Felice, K Chowdhury
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
302020
Spectrum awareness at the edge: Modulation classification using smartphones
N Soltani, K Sankhe, S Ioannidis, D Jaisinghani, K Chowdhury
2019 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2019
262019
Fuzzy inference based edge detection system using Sobel and Laplacian of Gaussian operators
J Patel, J Patwardhan, K Sankhe, R Kumbhare
Proceedings of the International Conference & Workshop on Emerging Trends in …, 2011
262011
Deep reinforcement learning based traffic-and channel-aware OFDMA resource allocation
R Balakrishnan, K Sankhe, VS Somayazulu, R Vannithamby, J Sydir
2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019
202019
Machine learning based cooperative relay selection in virtual MIMO
K Sankhe, C Pradhan, S Kumar, G Ramamurthy
arXiv preprint arXiv:1506.01910, 2015
172015
Impairment shift keying: Covert signaling by deep learning of controlled radio imperfections
K Sankhe, F Restuccia, S D'Oro, T Jian, Z Wang, A Al-Shawabka, J Dy, ...
MILCOM 2019-2019 IEEE Military Communications Conference (MILCOM), 598-603, 2019
132019
Making the right connections: Multi-AP association and flow control in 60GHz band
F Zhou, MY Naderi, K Sankhe, K Chowdhury
IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 1214-1222, 2018
122018
Cost effective restoration of wireless connectivity in disaster hit areas using OpenBTS
K Sankhe, C Pradhan, S Kumar, GR Murthy
2014 Annual IEEE India Conference (INDICON), 1-6, 2014
122014
Talking when no one is listening: Piggybacking city-scale iot control signals over lte
K Sankhe, U Muncuk, MY Naderi, K Chowdhury
IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 1547-1555, 2018
72018
CSIscan: Learning CSI for efficient access point discovery in dense WiFi networks
K Sankhe, D Jaisinghani, K Chowdhury
2020 IEEE 28th International Conference on Network Protocols (ICNP), 1-12, 2020
62020
Spatial modulation-spatial multiplexing in massive MIMO
GR Murthy, K Sankhe
arXiv preprint arXiv:1605.02969, 2016
62016
Full-duplex enodeB and UE design for 5G networks
C Pradhan, K Sankhe, S Kumar, GR Murthy
arXiv preprint arXiv:1506.02132, 2015
52015
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