Paulo Valente Klaine
Paulo Valente Klaine
Research Associate, James Watt School of Engineering, University of Glasgow
Verified email at glasgow.ac.uk
Title
Cited by
Cited by
Year
A survey of machine learning techniques applied to self-organizing cellular networks
PV Klaine, MA Imran, O Onireti, RD Souza
IEEE Communications Surveys & Tutorials 19 (4), 2392-2431, 2017
2192017
Distributed drone base station positioning for emergency cellular networks using reinforcement learning
PV Klaine, JPB Nadas, RD Souza, MA Imran
Cognitive computation 10 (5), 790-804, 2018
272018
Energy minimization UAV trajectory design for delay-tolerant emergency communication
YA Sambo, PV Klaine, JPB Nadas, MA Imran
2019 IEEE International Conference on Communications Workshops (ICC†…, 2019
112019
Distributed learning based handoff mechanism for radio access network slicing with data sharing
Y Sun, G Feng, L Zhang, PV Klaine, MA Iinran, YC Liang
ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019
62019
Introducing a novel minimum accuracy concept for predictive mobility management schemes
M Ozturk, PV Klaine, MA Imran
2018 IEEE International Conference on Communications Workshops (ICC†…, 2018
62018
Improvement on the performance of predictive handover management by setting a threshold
M Ozturk, PV Klaine, MA Imran
2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), 1-5, 2017
62017
Channel access and power control for energy-efficient delay-aware heterogeneous cellular networks for smart grid communications using deep reinforcement learning
FA Asuhaimi, S Bu, PV Klaine, MA Imran
IEEE Access 7, 133474-133484, 2019
52019
Backhaul aware user-specific cell association using Q-Learning
PV Klaine, M Jaber, RD Souza, MA Imran
IEEE Transactions on Wireless Communications 18 (7), 3528-3541, 2019
52019
3D transition matrix solution for a path dependency problem of markov chains-based prediction in cellular networks
M Ozturk, PV Klaine, MA Imran
2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), 1-5, 2017
52017
Machine learning in energy efficiency optimization
M Ali Imran, A FlŠvia dos Reis, G Brante, P Valente Klaine, ...
Machine Learning for Future Wireless Communications, 105-117, 2020
32020
The role and applications of machine learning in future self-organizing cellular networks
PV Klaine, O Onireti, RD Souza, MA Imran
Next-Generation Wireless Networks Meet Advanced Machine Learning†…, 2019
32019
Blockchain-enabled Resource Management and Sharing for 6G Communications
H Xu, PV Klainea, O Oniretia, B Caob, M Imrana, L Zhang
arXiv preprint arXiv:2003.13083, 2020
22020
Drone base station positioning and power allocation using reinforcement learning
R de Paula Parisotto, PV Klaine, JPB Nadas, RD Souza, G Brante, ...
2019 16th International Symposium on Wireless Communication Systems (ISWCS†…, 2019
22019
Mobility Prediction Based Resource Management
M Imran, M Ozturk, AI Abubakar, PV Klaine, S Hussain, QH Abbasi
Wiley 5G Ref: The Essential 5G Reference Online, 1-18, 2019
12019
Intelligent Positioning of UAVs for Future Cellular Networks
JPB Nadas, PV Klaine, R de Paula Parisotto, RD Souza
Enabling 5G Communication Systems to Support Vertical Industries, 2019
12019
Performance Analysis of Early-HARQ for Finite Block-Length Packet Transmission
J Nadas, P Klaine, L Zhang, G Zhao, M Imran, R Souza
2019 IEEE International Conference on Industrial Cyber Physical Systems†…, 2019
12019
Self-organization for 5G and beyond mobile networks using reinforcement learning
PH Valente Klaine
University of Glasgow, 2019
12019
Privacy-Preserving Contact Tracing and Public Risk Assessment using Blockchain for COVID-19 Pandemic
PV Klaine, L Zhang, B Zhou, Y Sun, H Xu, M Imran
IEEE Internet of Things Magazine 3 (3), 58-63, 2020
2020
Efficient Handover Mechanism for Radio Access Network Slicing by Exploiting Distributed Learning
Y Sun, W Jiang, G Feng, PV Klaine, L Zhang, MA Imran, YC Liang
IEEE Transactions on Network and Service Management, 2020
2020
Hybrid passive optical network–free-space optic-based fronthaul architecture for ultradense small cell network
SS Jaffer, A Hussain, PV Klaine, MZ Shakir, MA Qureshi
Optical Engineering 59 (7), 075104, 2020
2020
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Articles 1–20