7 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.NI2022
DEFORM: A Practical, Universal Deep Beamforming System
Hai N. Nguyen, Guevara Noubir
We introduce, design, and evaluate a set of universal receiver beamforming techniques. Our approach and system DEFORM, a Deep Learning (DL) based RX beamforming achieves significan…
cs.NI2022★ 4 cited
Towards an AI-Driven Universal Anti-Jamming Solution with Convolutional Interference Cancellation Network
Hai N. Nguyen, Guevara Noubir
Wireless links are increasingly used to deliver critical services, while intentional interference (jamming) remains a very serious threat to such services. In this paper, we are co…
cs.NI2021★ 7 cited
Spectro-Temporal RF Identification using Deep Learning
Hai N. Nguyen, Marinos Vomvas, Triet Vo-Huu +1
RF emissions detection, classification, and spectro-temporal localization are crucial not only for tasks relating to understanding, managing, and protecting the RF spectrum, but al…