Kunal Sankhe

Deep Learning Convolutional Neural Networks for Radio Identification

Shamnaz Riyaz, Kunal Sankhe, Stratis Ioannidis et al. · IEEE Communications Magazine · 2018 · 361 citations

Functional Block, Wireless Communications, Convolutional Neural Network +19

ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks

Kunal Sankhe, Mauro Belgiovine, Fan Zhou et al. · 2019 · 329 citations

Radio Classification, Convolutional Neural Network, Engineering +15

Deep Learning for RF Fingerprinting: A Massive Experimental Study

Tong Jian, Bruno Costa Rendon, Emmanuel Ojuba et al. · IEEE Internet of Things Magazine · 2020 · 231 citations

Hardware Security, Convolutional Neural Network, Engineering +15

<i>No Radio Left Behind:</i> Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments

Kunal Sankhe, Mauro Belgiovine, Fan Zhou et al. · IEEE Transactions on Cognitive Communications and Networking · 2019 · 217 citations

Wireless Communications, Wifi Devices, Convolutional Neural Network +20

More Is Better: Data Augmentation for Channel-Resilient RF Fingerprinting

Nasim Soltani, Kunal Sankhe, Jennifer Dy et al. · IEEE Communications Magazine · 2020 · 141 citations

Wireless Communications, Data Augmentation, Convolutional Neural Network +12