Multi-agent reinforcement learning for adaptive user association in dynamic mmWave networks M Sana, A De Domenico, W Yu, Y Lostanlen, EC Strinati IEEE Transactions on Wireless Communications 19 (10), 6520-6534, 2020 | 60 | 2020 |
Learning semantics: An opportunity for effective 6G communications M Sana, EC Strinati 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022 | 49 | 2022 |
Multi-agent deep reinforcement learning for distributed handover management in dense mmWave networks M Sana, A De Domenico, EC Strinati, A Clemente ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 29 | 2020 |
Multi-agent deep reinforcement learning based user association for dense mmWave networks M Sana, A De Domenico, EC Strinati 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 19 | 2019 |
Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning M Sana, M Merluzzi, N Di Pietro, E Calvanese Strinati 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 12 | 2021 |
Transferable and Distributed User Association Policies for 5G and Beyond Networks M Sana, N di Pietro, EC Strinati 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021 | 7 | 2021 |
Coverage extension as a service for flexible 6G networks infrastructure M Maman, E Catte, M Sana, M Girmay, V Maglogiannis, D Naudts, H Lee, ... 2022 IEEE Globecom Workshops (GC Wkshps), 1329-1334, 2022 | 5 | 2022 |
Cost-efficient and QoS-aware user association and 3D placement of 6G aerial mobile access points E Catté, M Sana, M Maman 2022 Joint European Conference on Networks and Communications & 6G Summit …, 2022 | 4 | 2022 |
Semantic channel equalizer: Modelling language mismatch in multi-user semantic communications M Sana, EC Strinati GLOBECOM 2023-2023 IEEE Global Communications Conference, 2221-2226, 2023 | 3 | 2023 |
Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach EC Strinati, P Di Lorenzo, V Sciancalepore, A Aijaz, M Kountouris, ... arXiv preprint arXiv:2402.07573, 2024 | 2 | 2024 |
Method for associating user equipment in a cellular network via multi-agent reinforcement learning S Mohamed, A De Domenico US Patent 11,388,732, 2022 | 2 | 2022 |
Pragmatic Goal-Oriented Communications under Semantic-Effectiveness Channel Errors T Huttebraucker, M Sana, EC Strinati 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 683-689, 2024 | 1 | 2024 |
Sensing of Side Lobes Interference for Blockage Prediction in Dense mmWave Networks M Sana, H Dakdouk, B Denis 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile …, 2023 | 1 | 2023 |
Dual-attention deep reinforcement learning for multi-map 3d trajectory optimization in dynamic 5g networks E Catté, M Sana, M Maman ICC 2023-IEEE International Conference on Communications, 6417-6422, 2023 | 1 | 2023 |
Learning hierarchical resource allocation and multi-agent coordination of 5g mobile iab nodes M Sana, B Miscopein ICC 2023-IEEE International Conference on Communications, 4218-4223, 2023 | 1 | 2023 |
Comparison of Multi-channel Ranging Algorithms for Narrowband LPWA Network Localization F Wolf, M Sana, S de Rivaz, F Dehmas, JP Cances International Symposium on Ubiquitous Networking, 3-17, 2019 | 1 | 2019 |
Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits H Dakdouk, M Sana, M Merluzzi arXiv preprint arXiv:2405.09430, 2024 | | 2024 |
Cooperative Sensing of Side Lobes Interference for mmWave Blockages Localization and Mapping H Dakdouk, M Sana, B Denis arXiv preprint arXiv:2405.08521, 2024 | | 2024 |
Method for managing radio resources in a cellular network by means of a hybrid mapping of radio characteristics S Mohamed US Patent App. 18/484,081, 2024 | | 2024 |
Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach EC Strinati, GC Alexandropoulos, M Giyyarpuram, P Sehier, S Mekki, ... arXiv preprint arXiv:2402.18271, 2024 | | 2024 |