Joint velocity and spectrum optimization in urban air transportation system via multi-agent deep reinforcement learning R Han, H Li, EJ Knoblock, MR Gasper, RD Apaza IEEE Transactions on Vehicular Technology 72 (8), 9770-9782, 2023 | 16 | 2023 |
Deep reinforcement learning assisted spectrum management in cellular based urban air mobility R Han, H Li, R Apaza, E Knoblock, M Gasper IEEE Wireless Communications 29 (6), 14-21, 2022 | 15 | 2022 |
Investigation and evaluation of advanced spectrum management concepts for aeronautical communications EJ Knoblock, RD Apaza, H Li, Z Wang, R Han, N Schimpf, NP Rose 2021 Integrated Communications Navigation and Surveillance Conference (ICNS …, 2021 | 13 | 2021 |
Dynamic spectrum allocation in urban air transportation system via deep reinforcement learning R Han, H Li, EJ Knoblock, RD Apaza 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), 1-10, 2021 | 10 | 2021 |
Intelligent spectrum management for future aeronautical communications EJ Knoblock, RD Apaza, MR Gasper, H Li, R Han, Z Wang, N Schimpf, ... IEEE Aerospace and Electronic Systems Magazine 38 (5), 46-59, 2023 | 9 | 2023 |
Dynamic spectrum sharing in cellular based urban air mobility via deep reinforcement learning R Han, H Li, EJ Knoblock, MR Gasper, RD Apaza GLOBECOM 2022-2022 IEEE Global Communications Conference, 1332-1337, 2022 | 7 | 2022 |
Deep reinforcement learning based routing in an air-to-air ad-hoc network Z Wang, R Han, H Li, EJ Knoblock, RD Apaza, MR Gasper 2022 IEEE/AIAA 41st Digital Avionics Systems Conference (DASC), 1-6, 2022 | 6 | 2022 |
Multi-agent Deep Reinforcement Learning for Spectrum and Air Traffic Management in UAM with Resource Constraints RD Apaza, H Li, R Han, E Knoblock 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC), 1-7, 2023 | 2 | 2023 |
Joint Communication Resource Allocation and Velocity Optimization in Advanced Air Mobility via Multi-Agent Reinforcement Learning R Han, S Li, EJ Knoblock, MR Gasper, H Li, RD Apaza GLOBECOM 2023-2023 IEEE Global Communications Conference, 1501-1506, 2023 | 1 | 2023 |
Investigation of Intelligent Resource Management for Aviation Communications E Knoblock, M Gasper, R Apaza, H Li, Z Wang, R Han, N Schimpf, N Rose, ... 39th International Communications Satellite Systems Conference (ICSSC) and …, 2022 | 1 | 2022 |
Intelligent Spectrum and Airspace Resource Management for Urban Air Mobility Using Deep Reinforcement Learning RD Apaza, R Han, H Li, E Knoblock IEEE Access, 2024 | | 2024 |
DHPrep: Deep Hawkes Process based Dynamic Network Representation R Han, H Li, B Xie arXiv preprint arXiv:2410.20627, 2024 | | 2024 |
Reinforcement learning assisted communication resources optimization in advanced air mobility. R Han | | 2024 |
Joint Communication Resource Allocation and Velocity Selection in Urban Air Mobility via Multi-agent Reinforcement Learning R Han, H Li, EJ Knoblock, MR Gasper, RD Apaza IEEE Global Communications (GlobeCom) Conference, 2023 | | 2023 |
Coordinated Beamforming for Multicell Multicast Secret Communications R Han, H Li, S Wang, H Zeng, G Zhang 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-5, 2018 | | 2018 |