What will the future of UAV cellular communications be? A flight from 5G to 6G G Geraci, A Garcia-Rodriguez, MM Azari, A Lozano, M Mezzavilla, ... IEEE communications surveys & tutorials 24 (3), 1304-1335, 2022 | 214 | 2022 |
Efficient drone mobility support using reinforcement learning Y Chen, X Lin, T Khan, M Mozaffari 2020 IEEE wireless communications and networking conference (WCNC), 1-6, 2020 | 53 | 2020 |
Collision-free UAV navigation with a monocular camera using deep reinforcement learning Y Chen, N González-Prelcic, RW Heath 2020 IEEE 30th international workshop on machine learning for signal …, 2020 | 18 | 2020 |
A learning-based approach for proactive caching in wireless communication networks Y Wang, Y Chen, H Dai, Y Huang, L Yang 2017 9th International Conference on Wireless Communications and Signal …, 2017 | 14 | 2017 |
Deep learning-based link configuration for radar-aided multiuser mmWave vehicle-to-infrastructure communication A Graff, Y Chen, N González-Prelcic, T Shimizu IEEE Transactions on Vehicular Technology, 2023 | 12 | 2023 |
5G air-to-ground network design and optimization: A deep learning approach Y Chen, X Lin, T Khan, M Afshang, M Mozaffari 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 1-6, 2021 | 12 | 2021 |
A deep learning approach to efficient drone mobility support Y Chen, X Lin, T Khan, M Mozaffari Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless …, 2020 | 11 | 2020 |
Personalized optimal bicycle trip planning based on Q-learning algorithm Y Chen, W Yan, C Li, Y Huang, L Yang 2018 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2018 | 7 | 2018 |
Joint initial access and localization in millimeter wave vehicular networks: a hybrid model/data driven approach Y Chen, J Palacios, N González-Prelcic, T Shimizu, H Lu 2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2022 | 6 | 2022 |
Radar aided mmWave vehicle-to-infrastructure link configuration using deep learning Y Chen, A Graff, N González–Prelcic, T Shimizu 2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021 | 4 | 2021 |
Learning to localize with attention: From sparse mmwave channel estimates from a single BS to high accuracy 3D location Y Chen, N González-Prelcic, T Shimizu, H Lu arXiv preprint arXiv:2307.00167, 2023 | 2 | 2023 |
Sparse recovery with attention: A hybrid data/model driven solution for high accuracy position and channel tracking at mmWave Y Chen, N González-Prelcic, T Shimizu, H Lu, C Mahabal 2023 IEEE 24th International Workshop on Signal Processing Advances in …, 2023 | 1 | 2023 |