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Kunal Sankhe
ORCID
Publication Activity (10 Years)
Years Active: 2014-2021
Publications (10 Years): 19
Top Topics
Medium Access
Cooperative
Deep Learning
Convolutional Neural Networks
Top Venues
CoRR
IEEE Commun. Mag.
INFOCOM
GLOBECOM
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Publications
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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)