| Decentralized federated learning for healthcare networks: A case study on tumor segmentation BC Tedeschini, S Savazzi, R Stoklasa, L Barbieri, I Stathopoulos, M Nicoli, ... IEEE access 10, 8693-8708, 2022 | 124 | 2022 |
| A tutorial on 5G positioning L Italiano, B Camajori Tedeschini, M Brambilla, H Huang, M Nicoli, ... IEEE Communications Surveys & Tutorials, 1-48, 2023 | 26 | 2023 |
| Cooperative deep-learning positioning in mmWave 5G-advanced networks BC Tedeschini, M Nicoli IEEE Journal on Selected Areas in Communications, 2023 | 19 | 2023 |
| A feasibility study of 5G positioning with current cellular network deployment B Camajori Tedeschini, M Brambilla, L Italiano, S Reggiani, D Vaccarono, ... Scientific reports 13 (1), 15281, 2023 | 19 | 2023 |
| Cooperative lidar sensing for pedestrian detection: Data association based on message passing neural networks BC Tedeschini, M Brambilla, L Barbieri, G Balducci, M Nicoli IEEE Transactions on Signal Processing, 2023 | 19 | 2023 |
| On the latent space of mmwave MIMO channels for NLOS identification in 5G-advanced systems BC Tedeschini, M Nicoli, MZ Win IEEE Journal on Selected Areas in Communications 41 (6), 1655-1669, 2023 | 17 | 2023 |
| Deep-learning-based radio map reconstruction for V2X communications S Roger, M Brambilla, BC Tedeschini, C Botella-Mascarell, M Cobos, ... IEEE Transactions on Vehicular Technology, 2023 | 15 | 2023 |
| Addressing data association by message passing over graph neural networks BC Tedeschini, M Brambilla, L Barbieri, M Nicoli 2022 25th international conference on information fusion (FUSION), 01-07, 2022 | 14 | 2022 |
| Message passing neural network versus message passing algorithm for cooperative positioning BC Tedeschini, M Brambilla, M Nicoli IEEE Transactions on Cognitive Communications and Networking, 2023 | 11 | 2023 |
| Implicit vehicle positioning with cooperative lidar sensing L Barbieri, BC Tedeschini, M Brambilla, M Nicoli ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 10 | 2023 |
| Deep Learning-based Cooperative LiDAR Sensing for Improved Vehicle Positioning L Barbieri, B Camajori Tedeschini, M Brambilla, M Nicoli IEEE Transactions on Signal Processing 72, 1666 - 1682, 2024 | 8 | 2024 |
| Real-time Bayesian neural networks for 6G cooperative positioning and tracking BC Tedeschini, G Kwon, M Nicoli, MZ Win IEEE Journal on Selected Areas in Communications 42 (9), 2322-2338, 2024 | 6 | 2024 |
| Pedestrian positioning in urban environments with 5G technology L Italiano, BC Tedeschini, M Brambilla, M Nicoli 2024 22nd Mediterranean Communication and Computer Networking Conference …, 2024 | 4 | 2024 |
| On the impact of data heterogeneity in federated learning environments with application to healthcare networks U Milasheuski, L Barbieri, BC Tedeschini, M Nicoli, S Savazzi 2024 IEEE Conference on Artificial Intelligence (CAI), 1017-1023, 2024 | 3 | 2024 |
| A Traffic Model Based Approach to Parameter Server Design in Federated Learning Processes BC Tedeschini, S Savazzi, M Nicoli IEEE Communications Letters 27 (7), 1774-1778, 2023 | 3 | 2023 |
| Split Consensus Federated Learning: an Approach for Distributed Training and Inference BC Tedeschini, M Brambilla, M Nicoli IEEE Access, 2024 | 1 | 2024 |
| Weighted Average Consensus Algorithms in Distributed and Federated Learning BC Tedeschini, S Savazzi, M Nicoli IEEE Transactions on Network Science and Engineering, 2025 | | 2025 |
| Sidelink-Enabled Cooperative Localization for xG Non-Terrestrial Networks JC Morrison, N Schatz, S Kim, G Kwon, BC Tedeschini, V Weerackody, ... MILCOM 2024-2024 IEEE Military Communications Conference (MILCOM), 318-323, 2024 | | 2024 |
| Location Verification in Next-Generation Non-Terrestrial Networks N Schatz, S Kim, G Kwon, BC Tedeschini, M Ricard, T Klein, ... MILCOM 2024-2024 IEEE Military Communications Conference (MILCOM), 908-913, 2024 | | 2024 |
| Integration of 5G and GNSS Technologies for Enhanced Positioning: an Experimental Study M Brambilla, M Alghisi, BC Tedeschini, A Fumagalli, FC Grec, L Italiano, ... IEEE Open Journal of the Communications Society, 2024 | | 2024 |
Monica NicoliAssociate Professor, Politecnico di MilanoEmail verificata su polimi.it