Deep learning convolutional neural networks for radio identification S Riyaz, K Sankhe, S Ioannidis, K Chowdhury IEEE Communications Magazine 56 (9), 146-152, 2018 | 346 | 2018 |
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 | 308 | 2019 |
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 | 211 | 2020 |
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 | 201 | 2019 |
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 | 105 | 2018 |
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 | 102 | 2020 |
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 | 73 | 2020 |
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 | 54 | 2021 |
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 | 36 | 2020 |
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 | 28 | 2019 |
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 | 27 | 2011 |
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 | 23 | 2019 |
Machine learning based cooperative relay selection in virtual MIMO K Sankhe, C Pradhan, S Kumar, G Ramamurthy arXiv preprint arXiv:1506.01910, 2015 | 18 | 2015 |
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 | 13 | 2019 |
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 | 12 | 2018 |
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 | 12 | 2014 |
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 | 7 | 2018 |
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 | 6 | 2020 |
Spatial modulation-spatial multiplexing in massive MIMO GR Murthy, K Sankhe arXiv preprint arXiv:1605.02969, 2016 | 6 | 2016 |
Full-duplex enodeB and UE design for 5G networks C Pradhan, K Sankhe, S Kumar, GR Murthy arXiv preprint arXiv:1506.02132, 2015 | 5 | 2015 |