| 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 | 550 | 2017 |
| Blockchain-enabled resource management and sharing for 6G communications H Xu, PV Klaine, O Onireti, B Cao, M Imran, L Zhang Digital Communications and Networks 6 (3), 261-269, 2020 | 166 | 2020 |
| 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 | 105 | 2018 |
| 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 17 (4), 2620-2633, 2020 | 53 | 2020 |
| 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 | 42 | 2020 |
| 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 | 33 | 2019 |
| 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 | 23 | 2019 |
| 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 | 21 | 2019 |
| 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 | 20 | 2019 |
| 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 | 18 | 2019 |
| Clustering based UAV base station positioning for enhanced network capacity M Ozturk, JPB Nadas, PHV Klaine, S Hussain, MA Imran 2019 International Conference on Advances in the Emerging Computing …, 2020 | 16 | 2020 |
| Wireless distributed consensus in vehicle to vehicle networks for autonomous driving C Feng, Z Xu, X Zhu, PV Klaine, L Zhang IEEE Transactions on Vehicular Technology, 2023 | 13 | 2023 |
| Machine learning in energy efficiency optimization M Ali Imran, A Flávia dos Reis, G Brante, P Valente Klaine, ... Machine Learning for Future Wireless Communications, 105-117, 2020 | 12 | 2020 |
| Deep learning enabled beam tracking for non-line of sight millimeter wave communications R Wang, PV Klaine, O Onireti, Y Sun, MA Imran, L Zhang IEEE Open Journal of the Communications Society 2, 1710-1720, 2021 | 11 | 2021 |
| Artificial intelligence for photovoltaic systems R Ghannam, PV Klaine, M Imran Solar Photovoltaic Power Plants: Advanced Control and Optimization …, 2019 | 9 | 2019 |
| 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 | 9 | 2018 |
| An overview of machine learning applied in wireless UAV networks PV Klaine, RD Souza, L Zhang, M Imran Wiley 5G Ref: The Essential 5G Reference Online, 1-15, 2019 | 8 | 2019 |
| 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 | 8 | 2019 |
| 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 | 8 | 2017 |
| 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 | 7 | 2019 |
Muhammad Ali Imran, FIEEE, FRSE, F...Professor of Communication Systems - University of GlasgowVerifierad e-postadress på glasgow.ac.uk
