most citedAdaptive Height Optimisation for Cellular-Connected UAVs using Reinforcement Learning

4 citations · 6 across the 5 of their papers we have counts for

collaborators

6 papers

cs.NI2021

Mobility for Cellular-Connected UAVs: challenges for the network provider

Erika Fonseca, Boris Galkin, Marvin Kelly +2

Unmanned Aerial Vehicle (UAV) technology is becoming more prevalent and more diverse in its application. 5G and beyond networks must enable UAV connectivity. This will require the…

cs.NI2020★ 1 cited

Experimental Evaluation of a UAV User QoS from a Two-Tier 3.6GHz Spectrum Network

Boris Galkin, Erika Fonseca, Gavin Lee +4

Unmanned Aerial Vehicle (UAV) technology is becoming increasingly used in a variety of applications such as video surveillance and deliveries. To enable safe and efficient use of U…

cs.IT2020★ 1 cited

REQIBA: Regression and Deep Q-Learning for Intelligent UAV Cellular User to Base Station Association

Boris Galkin, Erika Fonseca, Ramy Amer +2

Unmanned Aerial Vehicles (UAVs) are emerging as important users of next-generation cellular networks. By operating in the sky, UAV users experience very different radio conditions…

eess.SP2020

Radio Access Technology Characterisation Through Object Detection

Erika Fonseca, Joao F. Santos, Francisco Paisana +1

\ac{RAT} classification and monitoring are essential for efficient coexistence of different communication systems in shared spectrum. Shared spectrum, including operation in licens…

eess.SP2020★ 4 cited

Adaptive Height Optimisation for Cellular-Connected UAVs using Reinforcement Learning

Erika Fonseca, Boris Galkin, Ramy Amer +2

Providing reliable connectivity to cellular-connected UAV can be very challenging; their performance highly depends on the nature of the surrounding environment, such as density an…

cs.IT2020

Intelligent Base Station Association for UAV Cellular Users: A Supervised Learning Approach

Boris Galkin, Ramy Amer, Erika Fonseca +1

Fifth Generation (5G) cellular networks are expected to provide cellular connectivity for vehicular users, including Unmanned Aerial Vehicles (UAVs). When flying in the air, these…