activity
20192023
most citedMachine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

301 citations · 351 across the 21 of their papers we have counts for

collaborators
Showing 2020Show all

5 papers · 1 filter

eess.SP2020

Jam-Guard: Low-Cost, Hand-held Device for First Responders to Detect and Localize Jammers

Anu Jagannath, Jithin Jagannath

Intentional and unintentional interferences collectively referred to as Radio Frequency Interference (RFI) result in severe security threat to the public safety, first responder em…

cs.LG2020★ 3 cited

Deep Learning and Reinforcement Learning for Autonomous Unmanned Aerial Systems: Roadmap for Theory to Deployment

Jithin Jagannath, Anu Jagannath, Sean Furman +1

Unmanned Aerial Systems (UAS) are being increasingly deployed for commercial, civilian, and military applications. The current UAS state-of-the-art still depends on a remote human…

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…