73 citations · 162 across the 36 of their papers we have counts for
6 papers · 1 filter
Millimeter-Wave UAV Coverage in Urban Environments
Seongjoon Kang, Marco Mezzavilla, Angel Lozano +5
With growing interest in mmWave connectivity for UAVs, a basic question is whether networks intended for terrestrial users can provide sufficient aerial coverage as well. To assess…
What Will the Future of UAV Cellular Communications Be? A Flight from 5G to 6G
Giovanni Geraci, Adrian Garcia-Rodriguez, M. Mahdi Azari +6
What will the future of UAV cellular communications be? In this tutorial article, we address such a compelling yet difficult question by embarking on a journey from 5G to 6G and sh…
Lightweight UAV-based Measurement System for Air-to-Ground Channels at 28 GHz
Vasilii Semkin, Seongjoon Kang, Jaakko Haarla +7
Wireless communication at millimeter wave frequencies has attracted considerable attention for the delivery of high-bit-rate connectivity to unmanned aerial vehicles (UAVs). Howeve…
Asymptotics of Ridge Regression in Convolutional Models
Mojtaba Sahraee-Ardakan, Tung Mai, Anup Rao +3
Understanding generalization and estimation error of estimators for simple models such as linear and generalized linear models has attracted a lot of attention recently. This is in…
On Single-User Interactive Beam Alignment in Next Generation Systems: A Deep Learning Viewpoint
Abbas Khalili, Sundeep Rangan, Elza Erkip
Communication in high frequencies such as millimeter wave and terahertz suffer from high path-loss and intense shadowing which necessitates beamforming for reliable data transmissi…
Implicit Bias of Linear RNNs
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit +2
Contemporary wisdom based on empirical studies suggests that standard recurrent neural networks (RNNs) do not perform well on tasks requiring long-term memory. However, precise rea…