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20192021
most citedMachine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

301 citations · 334 across the 10 of their papers we have counts for

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6 papers · 1 filter

cs.NI2020

High Rate-Reliability Beamformer Design for 2x2 MIMO-OFDM System Under Hostile Jamming

Anu Jagannath, Jithin Jagannath, Andrew Drozd

Multiple-input multiple-output (MIMO) systems find immense potential and applicability in the long term evolution (LTE), 5G, Internet of Things (IoT), vehicular ad hoc networks (VA…

cs.NI2020★ 2 cited

Breaking the Bound: Rate-2, Full Diversity, Orthogonal MIMO-STBC Transceiver Design

Anu Jagannath, Jithin Jagannath, Andrew Drozd

Space Time Block Codes (STBCs) from orthogonal designs have attracted significant interest in recent years. However, with the growing demand for higher capacity schemes, the multia…

cs.NI2020★ 1 cited

Redefining Wireless Communication for 6G: Signal Processing Meets Deep Learning with Deep Unfolding

Anu Jagannath, Jithin Jagannath, Tommaso Melodia

The year 2019 witnessed the rollout of the 5G standard, which promises to offer significant data rate improvement over 4G. While 5G is still in its infancy, there has been an incre…

cs.NI2019

VL-ROUTE: A Cross-Layer Routing Protocol for Visible Light Ad Hoc Network

Jithin Jagannath, Tommaso Melodia

Visible Light Ad Hoc Networks (LANETs) is being perceived as an emerging technology to complement Radio Frequency (RF) based ad hoc networks to reduce congestion in the overloaded…

cs.NI2019★ 26 cited

HELPER: Heterogeneous Efficient Low Power Radio for Enabling Ad Hoc Emergency Public Safety Networks

Jithin Jagannath, Sean Furman, Anu Jagannath +3

Natural and man-made disasters have been causing destruction and distress to humanity all over the world. In these scenarios, communication infrastructures are the most affected en…

cs.NI2019★ 301 cited

Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

Jithin Jagannath, Nicholas Polosky, Anu Jagannath +2

The Internet of Things (IoT) is expected to require more effective and efficient wireless communications than ever before. For this reason, techniques such as spectrum sharing, dyn…