Kunal Sankhe

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 19

Top Topics

Convolutional Neural Networks

Top Venues

IEEE Commun. Mag.

Publications

Mauro Belgiovine, Kunal Sankhe, Carlos Bocanegra, Debashri Roy, Kaushik R. Chowdhury
Deep Learning at the Edge for Channel Estimation in Beyond-5G Massive MIMO. IEEE Wirel. Commun. 28 (2) (2021)
Kunal Sankhe, Dheryta Jaisinghani, Kaushik R. Chowdhury
ReLy: Machine Learning for Ultra-Reliable, Low-Latency Messaging in Industrial Robots. IEEE Commun. Mag. 59 (4) (2021)
Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Luca Angioloni, Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia, Stratis Ioannidis, Kaushik R. Chowdhury
No Radio Left Behind: Radio Fingerprinting Through Deep Learning of Physical-Layer Hardware Impairments. IEEE Trans. Cogn. Commun. Netw. 6 (1) (2020)
Tong Jian, Bruno Costa Rendon, Emmanuel Ojuba, Nasim Soltani, Zifeng Wang, Kunal Sankhe, Andrey Gritsenko, Jennifer G. Dy, Kaushik R. Chowdhury, Stratis Ioannidis
Deep Learning for RF Fingerprinting: A Massive Experimental Study. IEEE Internet Things Mag. 3 (1) (2020)
Guillem Reus Muns, Dheryta Jaisinghani, Kunal Sankhe, Kaushik R. Chowdhury
Trust in 5G Open RANs through Machine Learning: RF Fingerprinting on the POWDER PAWR Platform. GLOBECOM (2020)
Subhramoy Mohanti, Nasim Soltani, Kunal Sankhe, Dheryta Jaisinghani, Marco Di Felice, Kaushik R. Chowdhury
AirID: Injecting a Custom RF Fingerprint for Enhanced UAV Identification using Deep Learning. GLOBECOM (2020)
Nasim Soltani, Kunal Sankhe, Jennifer G. Dy, Stratis Ioannidis, Kaushik R. Chowdhury
More Is Better: Data Augmentation for Channel-Resilient RF Fingerprinting. IEEE Commun. Mag. 58 (10) (2020)
Kunal Sankhe, Dheryta Jaisinghani, Kaushik R. Chowdhury
CSIscan: Learning CSI for Efficient Access Point Discovery in Dense WiFi Networks. ICNP (2020)
Nasim Soltani, Kunal Sankhe, Stratis Ioannidis, Dheryta Jaisinghani, Kaushik R. Chowdhury
Spectrum Awareness at the Edge: Modulation Classification using Smartphones. DySPAN (2019)
Kunal Sankhe, Kaushik R. Chowdhury, Francesco Restuccia, Salvatore D'Oro, Tong Jian, Zifeng Wang, Amani Al-Shawabka, Jennifer G. Dy, Tommaso Melodia, Stratis Ioannidis
Impairment Shift Keying: Covert Signaling by Deep Learning of Controlled Radio Imperfections. MILCOM (2019)
Ravikumar Balakrishnan, Kunal Sankhe, V. Srinivasa Somayazulu, Rath Vannithamby, Jerry Sydir
Deep Reinforcement Learning Based Traffic- and Channel-Aware OFDMA Resource Allocation. GLOBECOM (2019)
Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis, Kaushik R. Chowdhury
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks. INFOCOM (2019)
Angela Sara Cacciapuoti, Kunal Sankhe, Marcello Caleffi, Kaushik Roy Chowdhury
Beyond 5G: THz-Based Medium Access Protocol for Mobile Heterogeneous Networks. IEEE Commun. Mag. 56 (6) (2018)
Kunal Sankhe, Ufuk Muncuk, M. Yousof Naderi, Kaushik R. Chowdhury
Talking When No One is Listening: Piggybacking City-scale IoT Control Signals Over LTE. INFOCOM (2018)
Kunal Sankhe, Mauro Belgiovine, Fan Zhou, Shamnaz Riyaz, Stratis Ioannidis, Kaushik R. Chowdhury
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks. CoRR (2018)
Fan Zhou, M. Yousof Naderi, Kunal Sankhe, Kaushik R. Chowdhury
Making the Right Connections: Multi-AP Association and Flow Control in 60GHz Band. INFOCOM (2018)
Shamnaz Riyaz, Kunal Sankhe, Stratis Ioannidis, Kaushik R. Chowdhury
Deep Learning Convolutional Neural Networks for Radio Identification. IEEE Commun. Mag. 56 (9) (2018)
Kunal Sankhe, Sachin Chaudhari, Garimella Rama Murthy
Distributed spatial modulation with dynamic frequency allocation. Phys. Commun. 23 (2017)
Garimella Rama Murthy, Kunal Sankhe
Spatial Modulation- Spatial Multiplexing in Massive MIMO. CoRR (2016)
Kunal Sankhe, Chandan Pradhan, Sumit Kumar, Garimella Ramamurthy
Machine Learning Based Cooperative Relay Selection in Virtual MIMO. CoRR (2015)
Chandan Pradhan, Kunal Sankhe, Sumit Kumar, Garimella Rama Murthy
Full-Duplex eNodeB and UE Design for 5G Networks. CoRR (2015)
Chandan Pradhan, Kunal Sankhe, Sumit Kumar, Garimella Rama Murthy
Revamp of eNodeB for 5G networks: Detracting spectrum scarcity. CCNC (2015)
Chandan Pradhan, Kunal Sankhe, Sumit Kumar, Garimella Rama Murthy
Cognitive base station design for efficient spectrum utilization in cellular network. WOCN (2014)