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2020 – today
- 2024
[j9]Bowen Xie, Sheng Chen, Sheng Zhou
, Zhisheng Niu, Boris Galkin, Ivana Dusparic:
Learning-Assisted User Scheduling and Beamforming for mmWave Vehicular Networks. IEEE Trans. Veh. Technol. 73(8): 11262-11275 (2024)- 2023
- [j8]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: 5966-5980 (2023) - [j7]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Communication-enabled deep reinforcement learning to optimise energy-efficiency in UAV-assisted networks. Veh. Commun. 43: 100640 (2023) - [c14]Lorenzo Bellone, Boris Galkin, Emiliano Traversi, Enrico Natalizio:
Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-Aided RAN-Slicing. DCOSS-IoT 2023: 669-675 - [c13]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: 1428-1432 - [c12]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. WiMob 2023: 267-273 - [i19]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Density-Aware Reinforcement Learning to Optimise Energy Efficiency in UAV-Assisted Networks. CoRR abs/2306.08785 (2023) - [i18]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 abs/2309.02235 (2023) - 2022
- [j6]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): 5-20 (2022) - [j5]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): 7548-7560 (2022) - [j4]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Optimizing Energy Efficiency in UAV-Assisted Networks Using Deep Reinforcement Learning. IEEE Wirel. Commun. Lett. 11(8): 1590-1594 (2022) - [c11]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Energy-aware optimization of UAV base stations placement via decentralized multi-agent Q-learning. CCNC 2022: 216-222 - [c10]Boris Galkin, Babatunji Omoniwa, Ivana Dusparic:
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. ICC 2022: 1-6 - [i17]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning. CoRR abs/2204.01597 (2022) - [i16]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Communication-Enabled Multi-Agent Decentralised Deep Reinforcement Learning to Optimise Energy-Efficiency in UAV-Assisted Networks. CoRR abs/2210.00041 (2022) - [i15]Lorenzo Bellone, Boris Galkin, Emiliano Traversi, Enrico Natalizio:
Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing. CoRR abs/2211.09713 (2022) - 2021
- [c9]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: 136-141 - [c8]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: 1-6 - [i14]Erika Fonseca, Boris Galkin, Marvin Kelly, Luiz A. DaSilva, Ivana Dusparic:
Mobility for Cellular-Connected UAVs: challenges for the network provider. CoRR abs/2102.12899 (2021) - [i13]Babatunji Omoniwa, Boris Galkin, Ivana Dusparic:
Energy-aware placement optimization of UAV base stations via decentralized multi-agent Q-learning. CoRR abs/2106.00845 (2021) - [i12]Boris Galkin, Babatunji Omoniwa, Ivana Dusparic:
Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points. CoRR abs/2111.02258 (2021) - 2020
- [c7]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: 383-388 - [c6]Ramy Amer, Walid Saad, Boris Galkin, Nicola Marchetti:
Performance Analysis of Mobile Cellular-Connected Drones under Practical Antenna Configurations. ICC 2020: 1-7 - [i11]Ramy Amer, Walid Saad, Boris Galkin, Nicola Marchetti:
Performance Analysis of Mobile Cellular-Connected Drones under Practical Antenna Configurations. CoRR abs/2002.00294 (2020) - [i10]Boris Galkin, Ramy Amer, Erika Fonseca, Luiz A. DaSilva:
Intelligent UAV Base Station Selection in Urban Environments: A Supervised Learning Approach. CoRR abs/2003.01287 (2020) - [i9]Erika Fonseca, Boris Galkin, Luiz A. DaSilva, Ivana Dusparic:
Adaptive Height Optimisation for Cellular-Connected UAVs using Reinforcement Learning. CoRR abs/2007.13695 (2020) - [i8]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 abs/2010.01126 (2020) - [i7]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 abs/2011.03236 (2020)
2010 – 2019
- 2019
- [j3]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
UAVs as Mobile Infrastructure: Addressing Battery Lifetime. IEEE Commun. Mag. 57(6): 132-137 (2019) - [j2]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): 6985-6996 (2019) - 2018
- [c5]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
Backhaul for Low-Altitude UAVs in Urban Environments. ICC 2018: 1-6 - [i6]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
A Stochastic Model for UAV Networks Positioned Above Demand Hotspots in Urban Environments. CoRR abs/1804.11001 (2018) - [i5]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
Impact of UAV Antenna Configuration on Wireless Connectivity in Urban Environments. CoRR abs/1807.00696 (2018) - [i4]Boris Galkin, Luiz A. DaSilva:
UAVs as Mobile Infrastructure: Addressing Battery Lifetime. CoRR abs/1807.00996 (2018) - 2017
- [c4]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
Coverage Analysis for Low-Altitude UAV Networks in Urban Environments. GLOBECOM 2017: 1-6 - [i3]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
Coverage Analysis for Low-Altitude UAV Networks in Urban Environments. CoRR abs/1704.06214 (2017) - [i2]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
A Stochastic Geometry Model of Backhaul and User Coverage in Urban UAV Networks. CoRR abs/1710.03701 (2017) - [i1]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
Backhaul For Low-Altitude UAVs in Urban Environments. CoRR abs/1710.10807 (2017) - 2016
- [j1]Jacek Kibilda, Boris Galkin, Luiz A. DaSilva:
Modelling Multi-Operator Base Station Deployment Patterns in Cellular Networks. IEEE Trans. Mob. Comput. 15(12): 3087-3099 (2016) - [c3]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: 1-6 - 2015
- [c2]Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
Stochastic modelling of downlink transmit power in wireless cellular networks. CAMAD 2015: 33-37 - 2014
- [c1]Joao Paulo C. L. Miranda, Boris Galkin, Giuseppe Abreu, Luiz A. DaSilva:
Experimental assessment of eigenvalue-based detection for cognitive radio. SAM 2014: 157-160
Coauthor Index
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