Erika Fonseca

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Multimodal Function Optimization

Supervised Learning

Top Venues

Ad Hoc Networks

EuCNC/6G Summit

Publications

Erika Fonseca, Boris Galkin, Ramy Amer, Luiz A. DaSilva, Ivana Dusparic
Adaptive Height Optimization for Cellular-Connected UAVs: A Deep Reinforcement Learning Approach. IEEE Access 11 (2023)
Boris Galkin, Erika Fonseca, Ramy Amer, Luiz A. DaSilva, Ivana Dusparic
REQIBA: Regression and Deep Q-Learning for Intelligent UAV Cellular User to Base Station Association. IEEE Trans. Veh. Technol. 71 (1) (2022)
Erika Fonseca, Joao F. Santos, Francisco Paisana, Luiz A. DaSilva
Radio Access Technology characterisation through object detection. Comput. Commun. 168 (2021)
Erika Fonseca, Boris Galkin, Marvin Kelly, Luiz A. DaSilva, Ivana Dusparic
Mobility for Cellular-Connected UAVs: challenges for the network provider. CoRR (2021)
Boris Galkin, Erika Fonseca, Gavin Lee, Conor Duff, Marvin Kelly, Edward Emmanuel, Ivana Dusparic
Experimental Evaluation of a UAV User QoS from a Two-Tier 3.6GHz Spectrum Network. ICC Workshops (2021)
Gary White, Jaroslaw Diuwe, Erika Fonseca, Owen O'Brien
MMRCA: MultiModal Root Cause Analysis. ICSOC Workshops (2021)
Erika Fonseca, Boris Galkin, Marvin Kelly, Luiz A. DaSilva, Ivana Dusparic
Mobility for Cellular-Connected UAVs: Challenges for the Network Provider. EuCNC/6G Summit (2021)
Erika Fonseca, Boris Galkin, Luiz A. DaSilva, Ivana Dusparic
Adaptive Height Optimisation for Cellular-Connected UAVs using Reinforcement Learning. CoRR (2020)
Ramiro Utrilla, Erika Fonseca, Álvaro Araujo, Luiz A. DaSilva
Gated Recurrent Unit Neural Networks for Automatic Modulation Classification With Resource-Constrained End-Devices. IEEE Access 8 (2020)
Boris Galkin, Ramy Amer, Erika Fonseca, Luiz A. DaSilva
Intelligent UAV Base Station Selection in Urban Environments: A Supervised Learning Approach. CoRR (2020)
Boris Galkin, Ramy Amer, Erika Fonseca, Luiz A. DaSilva
Intelligent Base Station Association for UAV Cellular Users: A Supervised Learning Approach. 5G World Forum (2020)
Boris Galkin, Erika Fonseca, Gavin Lee, Conor Duff, Marvin Kelly, Edward Emmanuel, Ivana Dusparic
Experimental Evaluation of a UAV User QoS from a Two-Tier 3.6GHz Spectrum Network. CoRR (2020)
Boris Galkin, Erika Fonseca, Ramy Amer, Luiz A. DaSilva, Ivana Dusparic
REQIBA: Regression and Deep Q-Learning for Intelligent UAV Cellular User to Base Station Association. CoRR (2020)
Erika Fonseca, Joao F. Santos, Francisco Paisana, Luiz A. DaSilva
Radio Access Technology Characterisation Through Object Detection. CoRR (2020)
Jaron Fontaine, Erika Fonseca, Adnan Shahid, Maicon Kist, Luiz A. DaSilva, Ingrid Moerman, Eli De Poorter
Towards low-complexity wireless technology classification across multiple environments. Ad Hoc Networks 91 (2019)