Boris Galkin

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 39

Top Topics

Energy Efficiency

Urban Environments

Reinforcement Learning

Top Venues

IEEE Trans. Veh. Technol.

Publications

Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. WiMob (2023)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. CoRR (2023)
Boris Galkin, Lester T. W. Ho, Ken Lyons, Gökhan Çelik, Holger Claussen
Experimental Evaluation of Air-to-Ground VHF Band Communication for UAV Relays. CoRR (2023)
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)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Communication-enabled deep reinforcement learning to optimise energy-efficiency in UAV-assisted networks. Veh. Commun. 43 (2023)
Boris Galkin, Lester T. W. Ho, Ken Lyons, Gökhan Çelik, Holger Claussen
Experimental Evaluation of Air-to-Ground VHF Band Communication for UAV Relays. ICC Workshops (2023)
Lorenzo Bellone, Boris Galkin, Emiliano Traversi, Enrico Natalizio
Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing. CoRR (2022)
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)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Communication-Enabled Multi-Agent Decentralised Deep Reinforcement Learning to Optimise Energy-Efficiency in UAV-Assisted Networks. CoRR (2022)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Optimizing Energy Efficiency in UAV-Assisted Networks Using Deep Reinforcement Learning. IEEE Wirel. Commun. Lett. 11 (8) (2022)
Ramy Amer, Mohamed Baza, Boris Galkin, Abdullah Alourani, Nicola Marchetti
On the Performance of Mobile Cellular-Connected Drones Under Practical Antenna Configurations. IEEE Trans. Veh. Technol. 71 (7) (2022)
Boris Galkin, Babatunji Omoniwa, Ivana Dusparic
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. ICC (2022)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning. CCNC (2022)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning. CoRR (2022)
Boris Galkin, Babatunji Omoniwa, Ivana Dusparic
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. CoRR (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)
Babatunji Omoniwa, Boris Galkin, Ivana Dusparic
Energy-aware placement optimization of UAV base stations via decentralized multi-agent Q-learning. CoRR (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)
Ramy Amer, Walid Saad, Boris Galkin, Nicola Marchetti
Performance Analysis of Mobile Cellular-Connected Drones under Practical Antenna Configurations. CoRR (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)
Ramy Amer, Walid Saad, Boris Galkin, Nicola Marchetti
Performance Analysis of Mobile Cellular-Connected Drones under Practical Antenna Configurations. ICC (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)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
A Stochastic Model for UAV Networks Positioned Above Demand Hotspots in Urban Environments. IEEE Trans. Veh. Technol. 68 (7) (2019)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
UAVs as Mobile Infrastructure: Addressing Battery Lifetime. IEEE Commun. Mag. 57 (6) (2019)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
Backhaul for Low-Altitude UAVs in Urban Environments. ICC (2018)
Boris Galkin, Luiz A. DaSilva
UAVs as Mobile Infrastructure: Addressing Battery Lifetime. CoRR (2018)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
Impact of UAV Antenna Configuration on Wireless Connectivity in Urban Environments. CoRR (2018)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
A Stochastic Model for UAV Networks Positioned Above Demand Hotspots in Urban Environments. CoRR (2018)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
Backhaul For Low-Altitude UAVs in Urban Environments. CoRR (2017)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
A Stochastic Geometry Model of Backhaul and User Coverage in Urban UAV Networks. CoRR (2017)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
Coverage Analysis for Low-Altitude UAV Networks in Urban Environments. CoRR (2017)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
Coverage Analysis for Low-Altitude UAV Networks in Urban Environments. GLOBECOM (2017)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
Deployment of UAV-mounted access points according to spatial user locations in two-tier cellular networks. Wireless Days (2016)
Jacek Kibilda, Boris Galkin, Luiz A. DaSilva
Modelling Multi-Operator Base Station Deployment Patterns in Cellular Networks. IEEE Trans. Mob. Comput. 15 (12) (2016)
Boris Galkin, Jacek Kibilda, Luiz A. DaSilva
Stochastic modelling of downlink transmit power in wireless cellular networks. CAMAD (2015)
Joao Paulo C. L. Miranda, Boris Galkin, Giuseppe Abreu, Luiz A. DaSilva
Experimental assessment of eigenvalue-based detection for cognitive radio. SAM (2014)