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\n\n \n \n \n \n \n Deep-Learning-Based Radio Map Reconstruction for V2X Communications.\n \n \n \n\n\n \n Roger, S.; Brambilla, M.; Camajori Tedeschini, B.; Botella-Mascarell, C.; Cobos, M.; and Nicoli, M.\n\n\n \n\n\n\n
IEEE Transactions on Vehicular Technology, 73(3): 3863–3871. 2024.\n
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@article{roger2024deep,\r\n title={Deep-Learning-Based Radio Map Reconstruction for V2X Communications},\r\n author={Roger, Sandra and Brambilla, Mattia and Camajori Tedeschini, Bernardo and Botella-Mascarell, Carmen and Cobos, Maximo and Nicoli, Monica},\r\n journal={IEEE Transactions on Vehicular Technology},\r\n volume={73},\r\n number={3},\r\n pages={3863--3871},\r\n year={2024},\r\n publisher={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Deep Unfolded Annealed Stein Particle Filter for Vehicle Tracking.\n \n \n \n\n\n \n Piavanini, M.; Barbieri, L.; Brambilla, M.; and Nicoli, M.\n\n\n \n\n\n\n In
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 13226–13230, 2024. \n
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@inproceedings{piavanini2024deep,\r\n title={Deep Unfolded Annealed Stein Particle Filter for Vehicle Tracking},\r\n author={Piavanini, Marco and Barbieri, Luca and Brambilla, Mattia and Nicoli, Monica},\r\n booktitle={ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\r\n pages={13226--13230},\r\n year={2024}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Method and system for pointing electromagnetic signals emitted by moving devices.\n \n \n \n\n\n \n Spagnolini, U.; Nicoli, M. B.; Brambilla, M.; Savaresi, S. M.; and Panzani, G.\n\n\n \n\n\n\n March 12 2024.\n
US Patent 11,929,782\n\n
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@misc{spagnolini2024method,\r\n title={Method and system for pointing electromagnetic signals emitted by moving devices},\r\n author={Spagnolini, Umberto and Nicoli, Monica Barbara and Brambilla, Mattia and Savaresi, Sergio Matteo and Panzani, Giulio},\r\n year={2024},\r\n month=mar # "~12",\r\n publisher={Google Patents},\r\n note={US Patent 11,929,782}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Deep Learning-based Cooperative LiDAR Sensing for Improved Vehicle Positioning.\n \n \n \n\n\n \n Barbieri, L.; Camajori Tedeschini, B.; Brambilla, M.; and Nicoli, M.\n\n\n \n\n\n\n
IEEE Transactions on Signal Processing, 72: 1666–1682. 2024.\n
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@article{barbieri2024deep,\r\n title={Deep Learning-based Cooperative LiDAR Sensing for Improved Vehicle Positioning},\r\n author={Barbieri, Luca and Camajori Tedeschini, Bernardo and Brambilla, Mattia and Nicoli, Monica},\r\n journal={IEEE Transactions on Signal Processing},\r\n volume={72},\r\n pages={1666--1682},\r\n year={2024},\r\n publisher={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Pedestrian Positioning in Urban Environments with 5G Technology.\n \n \n \n\n\n \n Italiano, L.; Camajori Tedeschini, B.; Brambilla, M.; and Nicoli, M.\n\n\n \n\n\n\n In
2024 22nd Mediterranean Communication and Computer Networking Conference (MedComNet), pages 1–6, 2024. IEEE\n
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@inproceedings{italiano2024pedestrian,\r\n title={Pedestrian Positioning in Urban Environments with 5G Technology},\r\n author={Italiano, Lorenzo and Camajori Tedeschini, Bernardo and Brambilla, Mattia and Nicoli, Monica},\r\n booktitle={2024 22nd Mediterranean Communication and Computer Networking Conference (MedComNet)},\r\n pages={1--6},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n An experimental assessment of 5G uplink ranging.\n \n \n \n\n\n \n Morri, P.; Bernazzoli, V.; Brambilla, M.; Moro, E.; Filippini, I.; and Nicoli, M.\n\n\n \n\n\n\n In
2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4. 0 & IoT), pages 59–64, 2024. IEEE\n
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@inproceedings{morri2024experimental,\r\n title={An experimental assessment of 5G uplink ranging},\r\n author={Morri, Pietro and Bernazzoli, Viola and Brambilla, Mattia and Moro, Eugenio and Filippini, Ilario and Nicoli, Monica},\r\n booktitle={2024 IEEE International Workshop on Metrology for Industry 4.0 \\& IoT (MetroInd4. 0 \\& IoT)},\r\n pages={59--64},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n A Compressed Decentralized Federated Learning Framework for Enhanced Environmental Awareness in V2V Networks.\n \n \n \n\n\n \n Barbieri, L.; Brambilla, M.; and Nicoli, M.\n\n\n \n\n\n\n In
2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), pages 374–378, 2024. IEEE\n
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@inproceedings{barbieri2024compressed,\r\n title={A Compressed Decentralized Federated Learning Framework for Enhanced Environmental Awareness in V2V Networks},\r\n author={Barbieri, Luca and Brambilla, Mattia and Nicoli, Monica},\r\n booktitle={2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)},\r\n pages={374--378},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Split Consensus Federated Learning: an Approach for Distributed Training and Inference.\n \n \n \n\n\n \n Camajori Tedeschini, B; Brambilla, M; and Nicoli, M\n\n\n \n\n\n\n
IEEE Access, 12: 119535–119549. 2024.\n
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@article{camajori2024split,\r\n title={Split Consensus Federated Learning: an Approach for Distributed Training and Inference},\r\n author={Camajori Tedeschini, B and Brambilla, M and Nicoli, M},\r\n journal={IEEE Access},\r\n volume={12},\r\n pages={119535--119549},\r\n year={2024},\r\n publisher={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Multi-agent Reinforcement Learning for Distributed Cooperative Vehicular Positioning.\n \n \n \n\n\n \n Camajori Tedeschini, B.; Brambilla, M.; Nicoli, M.; and Win, M. Z\n\n\n \n\n\n\n
IEEE Transactions on Intelligent Vehicles. 2024.\n
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@article{camajori2024multi,\r\n title={Multi-agent Reinforcement Learning for Distributed Cooperative Vehicular Positioning},\r\n author={Camajori Tedeschini, Bernardo and Brambilla, Mattia and Nicoli, Monica and Win, Moe Z},\r\n journal={IEEE Transactions on Intelligent Vehicles},\r\n year={2024},\r\n publisher={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Aircraft Localization by Interacting Multiple Model Filtering in Wide Area Multilateration.\n \n \n \n\n\n \n Mazzi, L.; Brambilla, M.; Guardiani, M.; Arpaio, M. J.; and Nicoli, M.\n\n\n \n\n\n\n In
2024 27th International Conference on Information Fusion (FUSION), pages 1–8, 2024. IEEE\n
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@inproceedings{mazzi2024aircraft,\r\n title={Aircraft Localization by Interacting Multiple Model Filtering in Wide Area Multilateration},\r\n author={Mazzi, Ludovico and Brambilla, Mattia and Guardiani, Michele and Arpaio, Maximilian James and Nicoli, Monica},\r\n booktitle={2024 27th International Conference on Information Fusion (FUSION)},\r\n pages={1--8},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Cooperative Positioning with Multi-Agent Reinforcement Learning.\n \n \n \n\n\n \n Camajori Tedeschini, B.; Brambilla, M.; Nicoli, M.; and Win, M. Z\n\n\n \n\n\n\n In
2024 27th International Conference on Information Fusion (FUSION), pages 1–7, 2024. IEEE\n
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@inproceedings{camajori2024cooperative,\r\n title={Cooperative Positioning with Multi-Agent Reinforcement Learning},\r\n author={Camajori Tedeschini, Bernardo and Brambilla, Mattia and Nicoli, Monica and Win, Moe Z},\r\n booktitle={2024 27th International Conference on Information Fusion (FUSION)},\r\n pages={1--7},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Evaluating the V2X Latency for Vehicle Positioning: A Comparison Between 5G-V2X and ITS-G5.\n \n \n \n\n\n \n Viterbo, R.; Brambilla, M.; Cerutti, M.; Specchia, S.; Franceschini, D.; Carambia, B.; Savaresi, S.; and Nicoli, M.\n\n\n \n\n\n\n In
IEEE Research and Technologies for Society and Industry (RTSI), pages 271–27, 2024. IEEE\n
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@inproceedings{viterbo2024evaluating,\r\n title={Evaluating the V2X Latency for Vehicle Positioning: A Comparison Between 5G-V2X and ITS-G5},\r\n author={Viterbo, Raffaele and Brambilla, Mattia and Cerutti, Mattia and Specchia, Simone and Franceschini, Diego and Carambia, Benedetto and Savaresi, Sergio and Nicoli, Monica},\r\n booktitle={IEEE Research and Technologies for Society and Industry (RTSI)},\r\n pages={271--27},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Integration of 5G and GNSS Technologies for Enhanced Positioning: an Experimental Study.\n \n \n \n\n\n \n Brambilla, M.; Alghisi, M.; Camajori Tedeschini, B.; Fumagalli, A.; Grec, F. C.; Italiano, L.; Pileggi, C.; Biagi, L.; Bianchi, S.; Gatti, A.; and others\n\n\n \n\n\n\n
IEEE Open Journal of the Communications Society. 2024.\n
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@article{brambilla2024integration,\r\n title={Integration of 5G and GNSS Technologies for Enhanced Positioning: an Experimental Study},\r\n author={Brambilla, Mattia and Alghisi, Marianna and Camajori Tedeschini, Bernardo and Fumagalli, Alessandro and Grec, Florin Catalin and Italiano, Lorenzo and Pileggi, Chiara and Biagi, Ludovico and Bianchi, Stefano and Gatti, Andrea and others},\r\n journal={IEEE Open Journal of the Communications Society},\r\n year={2024},\r\n publisher={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n Autonomous Vehicle Positioning with LiDAR-Only Sensing: An Application on the RACECAR Dataset.\n \n \n \n\n\n \n Pigato, F.; Barbieri, L.; Brambilla, M.; and Nicoli, M.\n\n\n \n\n\n\n In
2024 IEEE Workshop on Signal Processing Systems (SiPS), pages 60–65, 2024. IEEE\n
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@inproceedings{pigato2024autonomous,\r\n title={Autonomous Vehicle Positioning with LiDAR-Only Sensing: An Application on the RACECAR Dataset},\r\n author={Pigato, Francesco and Barbieri, Luca and Brambilla, Mattia and Nicoli, Monica},\r\n booktitle={2024 IEEE Workshop on Signal Processing Systems (SiPS)},\r\n pages={60--65},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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\n\n \n \n \n \n \n ADRTrack: Real-Time Hazardous Material Truck Management via V2X Cooperative Messages.\n \n \n \n\n\n \n Italiano, L.; Brambilla, M.; Ponti, M.; Borghetti, F.; Megna, G.; Franceschini, D.; Liga, V.; Carambia, B.; Studer, L.; and Nicoli, M.\n\n\n \n\n\n\n In
2024 IEEE International Conference on Vehicular Electronics and Safety (ICVES), pages 1–6, 2024. IEEE\n
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@inproceedings{italiano2024adrtrack,\r\n title={ADRTrack: Real-Time Hazardous Material Truck Management via V2X Cooperative Messages},\r\n author={Italiano, Lorenzo and Brambilla, Mattia and Ponti, Marco and Borghetti, Fabio and Megna, Giovanni and Franceschini, Diego and Liga, Valerio and Carambia, Benedetto and Studer, Luca and Nicoli, Monica},\r\n booktitle={2024 IEEE International Conference on Vehicular Electronics and Safety (ICVES)},\r\n pages={1--6},\r\n year={2024},\r\n organization={IEEE}\r\n}\r\n\r\n\n
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