| Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems S Savazzi, M Nicoli, M Bennis, S Kianoush, L Barbieri IEEE Communications Magazine 59, 16-21, 2021 | 111 | 2021 |
| UWB localization in a smart factory: Augmentation methods and experimental assessment L Barbieri, M Brambilla, A Trabattoni, S Mervic, M Nicoli IEEE Transactions on Instrumentation and Measurement 70, 1-18, 2021 | 99 | 2021 |
| Decentralized federated learning for extended sensing in 6G connected vehicles L Barbieri, S Savazzi, M Brambilla, M Nicoli Vehicular Communications 33, 100396, 2022 | 69 | 2022 |
| 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 | 67 | 2022 |
| Decentralized federated learning for road user classification in enhanced v2x networks L Barbieri, S Savazzi, M Nicoli 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 16 | 2021 |
| UWB real-time location systems for smart factory: Augmentation methods and experiments L Barbieri, M Brambilla, R Pitic, A Trabattoni, S Mervic, M Nicoli 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020 | 15 | 2020 |
| A self-calibrating localization solution for sport applications with UWB technology M Piavanini, L Barbieri, M Brambilla, M Cerutti, S Ercoli, A Agili, M Nicoli Sensors 22 (23), 9363, 2022 | 10 | 2022 |
| 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 | 9 | 2022 |
| A calibration method for antenna delay estimation and anchor self-localization in UWB systems M Piavanini, L Barbieri, M Brambilla, M Cerutti, S Ercoli, A Agili, M Nicoli 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2022 | 7 | 2022 |
| 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 | 6 | 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 | 6 | 2023 |
| A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning L Barbieri, S Savazzi, M Nicoli IEEE Access 11, 22155-22173, 2023 | 5 | 2023 |
| Channel-Driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks L Barbieri, O Simeone, M Nicoli ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 4 | 2023 |
| Communication-efficient Distributed Learning in V2X Networks: Parameter Selection and Quantization L Barbieri, S Savazzi, M Nicoli GLOBECOM 2022-2022 IEEE Global Communications Conference, 603-608, 2022 | 4 | 2022 |
| Deep neural networks for cooperative lidar localization in vehicular networks L Barbieri, M Brambilla, M Nicoli ICC 2023-IEEE International Conference on Communications, 185-190, 2023 | 3 | 2023 |
| A Tiny Transformer-Based Anomaly Detection Framework for IoT Solutions L Barbieri, M Brambilla, M Stefanutti, C Romano, N De Carlo, M Roveri IEEE Open Journal of Signal Processing 4, 462-478, 2023 | 2 | 2023 |
| On the Performance of Zero-forcing Beamforming in a Real I2V Scenario at Millimiter Wave M Haghshenas, M D’Adda, F Linsalata, L Barbieri, M Nicoli, M Magarini 2021 International Balkan Conference on Communications and Networking …, 2021 | 2 | 2021 |
| Annealed Stein Particle Filter for Mobile Positioning in Indoor Environments M Piavanini, L Barbieri, M Brambilla, M Nicoli ICC 2023-IEEE International Conference on Communications, 2510-2515, 2023 | 1 | 2023 |
| ANALYSIS OF SPATIAL SCHEDULING IN DOWNLINK VEHICULAR COMMUNICATIONS: SUB‑6 GHZ VS MMWAVE M Haghshenas, F Linsalata, L Barbieri, M Brambilla, M Nicoli, M Magarini ITU JOURNAL ON FUTURE AND EVOLVING TECHNOLOGIES 3 (2), 523-534, 2022 | 1 | 2022 |
| Deep Learning-based Cooperative LiDAR Sensing for Improved Vehicle Positioning L Barbieri, BC Tedeschini, M Brambilla, M Nicoli arXiv preprint arXiv:2402.16656, 2024 | | 2024 |
Monica NicoliAssociate Professor, Politecnico di MilanoE-mail megerősítve itt: polimi.it
