Publications

2022
Barbieri, L., Savazzi, S., & Nicoli, M. (2022). Communication-efficient distributed learning in V2X networks: parameter selection and quantization. In GLOBECOM 2022-2022 IEEE Global Communications Conference.
DOI: https://doi.org/10.1109/GLOBECOM48099.2022.10001364
Piavanini M., Barbieri L., Brambilla M., Cerutti M., Ercoli S., Agili A., Nicoli M. (2022). A self-calibrating localization solution for sport applications with UWB technology. MDPI Sensors.
DOI: https://doi.org/10.3390/s22239363 
Camajori Tedeschini B., Brambilla M., Barbieri L., Nicoli M. (2022). Addressing data association by message passing over graph neural networks. IEEE International Conference on Information Fusion (FUSION). 
DOI: https://doi.org/10.23919/FUSION49751.2022.9841233
Ciaramitaro G., Brambilla M., Tagliaferri D., Bozzi E., Nicoli M., Perotti A., Spagnolini U. (2022). On the impact of road roughness and antenna position on vehicular communications. IEEE Wireless Communications Letters.
DOI: https://doi.org/10.1109/LWC.2022.3185054 
Piavanini M., Barbieri L., Brambilla M., Cerutti M., Ercoli S., Agili A., Nicoli M. (2022) A calibration method for antenna delay estimation and anchor self-localization in UWB systems. IEEE International Workhop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT).
DOI: https://doi.org/10.1109/MetroInd4.0IoT54413.2022.9831579
Brambilla M., Gaglione D., Soldi G., Mendrzik R., Ferri G., LePage K., Nicoli M., Willett P., Braca P., Win M. (2022). Cooperative localization and multitarget tracking in agent networks with the sum-product algorithm. IEEE Open Journal of Signal Processing.
DOI: 10.1109/OJSP.2022.3154684 
Camajori Tedeschini B., Savazzi S., Stoklasa R., Barbieri L., Stathopoulos I., Nicoli M., Serio L. (2022). Decentralized federated learning for healthcare networks: a case study on tumor segmentation. IEEE Access. 
DOI: https://doi.org/10.1109/ACCESS.2022.3141913
Barbieri L., Savazzi S., Brambilla M., Nicoli M. (2022) Decentralized federated learning for extended sensing in 6G connected vehicles. Vehicular communications.
DOI: https://doi.org/10.1016/j.vehcom.2021.100396 
Mizmizi M., Linsalata F., Brambilla M., Morandi F., Dong K., Magarini M., Nicoli M., Khormuji M. N., Wang P., Pitaval R. A., Spagnolini U. (2022) Fastening the initial access in 5G NR sidelink for 6G V2X networks. Vehicular communications.
DOI: https://doi.org/10.1016/j.vehcom.2021.100402 
2021
Brambilla M., Soldi G., Gaglione D., Millefiori L., Nicoli M., Braca P., Willett P., Win M. Z. (2021). Sensors localization and target tracking in underwater environment via belief propagation. IEEE Military Communications Conference (MILCOM).
DOI: https://doi.org/10.1109/MILCOM52596.2021.9653061 
Barbieri L., Savazzi S., Nicoli M. (2021) Decentralized federated learning for road user classification in enhanced V2X networks. IEEE International Conference on Communications Workshops.
DOI: https://doi.org/10.1109/ICCWorkshops50388.2021.9473581
Morandi F., Linsalata F., Brambilla M., Mizmizi M., Magarini M., Spagnolini U. (2021).  A probabilistic codebook technique for fast initial access in 6G vehicle-to-vehicle communications. IEEE International Conference on Communications Workshops (ICC Workshops).
DOI: https://doi.org/10.1109/ICCWorkshops50388.2021.9473772 
Barbieri, L., Brambilla, M., Trabattoni, A., Mervic, S., Nicoli, M. (2021) UWB localization in a smart factory: augmentation methods and experimental assessment. IEEE Transactions on Instrumentation and Measurement.
DOI: https://doi.org/10.1109/TIM.2021.3074403
Tagliaferri, D., Brambilla, M., Nicoli, M., Spagnolini, U. (2021) Sensor-aided beamwidth and power control for next generation vehicular communications. IEEE Access.
DOI: https://doi.org/10.1109/ACCESS.2021.3071726
Savazzi, S., Nicoli, M., Bennis, M., Kianoush, S., & Barbieri, L. (2021). Opportunities of federated learning in connected, cooperative, and automated industrial systems. IEEE Communications Magazine.
DOI: https://doi.org/10.1109/MCOM.001.2000200
2020
Brighente, A., Cerutti, M., Nicoli, M., Tomasin, S., Spagnolini, U. Estimation of wideband dynamic mmWave and THz channels for 5G systems and beyond (2020). IEEE Journal on Selected Areas in Communications.
DOI: https://doi.org/10.1109/JSAC.2020.3000889
Barbieri, L., Brambilla, M., Pitic, R., Trabattoni, A., Mervic, S., Nicoli, M. UWB real-time location systems for smart factory: augmentation methods and experiments (2020). 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).
DOI: https://doi.org/10.1109/PIMRC48278.2020.9217307
Brambilla M., Combi L., Matera A., Tagliaferri D., Nicoli M., Spagnolini U. (2020). Sensor-aided V2X beam tracking for connected automated driving: distributed architecture and processing algorithms. MDPI Sensors.
DOI: https://doi.org/10.3390/s20123573 
Brambilla M., Pardo D., Nicoli M. (2020). Location-assisted Subspace-based Beam Alignment in LOS/NLOS mm-wave V2X Communications. IEEE International Conference on Communications (ICC).
DOI: https://doi.org/10.1109/ICC40277.2020.9148587  
Cerutti, M., Nicoli, M., Spagnolini, U. Low-latency low-complexity subspace methods for mmwave MIMO-OFDM channel estimation (2020). IEEE International Conference on Communications (ICC).
DOI: https://doi.org/10.1109/ICC40277.2020.9149353
Pimpinella, A., Redondi, A. E., Nicoli, M., & Cesana, M. (2020). Machine learning based localization of LoRaWAN devices via inter-technology knowledge transfer. In 2020 IEEE International Conference on Communications Workshops (ICC Workshops).
DOI: https://doi.org/10.1109/ICCWorkshops49005.2020.9145033
Brambilla M., Tagliaferri D., Nicoli M., Spagnolini U. (2020). Sensor and map-aided cooperative beam tracking for optical V2V communications. IEEE Vehicular Technology Conference (VTC2020-Spring).
DOI: 10.1109/VTC2020-Spring48590.2020.9129590 
Savazzi, S., Nicoli, M., Rampa, V., & Kianoush, S. (2020). Federated learning with mutually cooperating devices: A consensus approach towards server-less model optimization. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
DOI: https://doi.org/10.1109/ICASSP40776.2020.9054055
Mendrzik, R., Brambilla, M., Allmann, C., Nicoli, M., Koch, W., Bauch, G., LePage, K., Braca, P. (2020). Joint multitarget tracking and dynamic network localization in the underwater domain. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DOI: 10.1109/ICASSP40776.2020.9054047 
Savazzi, S., Nicoli, M., & Rampa, V. (2020). Federated learning with cooperating devices: A consensus approach for massive IoT networks. IEEE Internet of Things Journal.
DOI: https://doi.org/10.1109/JIOT.2020.2964162
2019
Brambilla, M., Nicoli, M., Soatti, G., Deflorio, F. Augmenting vehicle localization by cooperative sensing of the driving environment: Insight on data association in urban traffic scenarios (2019). IEEE Transactions on Intelligent Transportation Systems.
DOI: https://doi.org/10.1109/TITS.2019.2941435
Soatti, G., Savazzi, S., Nicoli, M., Alvarez, M. A., Kianoush, S., Rampa, V., & Spagnolini, U. (2019). Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing. Ad Hoc Networks.
DOI: https://doi.org/10.1016/j.adhoc.2019.02.006
Brambilla, M., Nicoli, M., Savaresi, S., Spagnolini, U. Inertial sensor aided mmWave beam tracking to support cooperative autonomous driving (2020). 2019 IEEE International Conference on Communications Workshops (ICC Workshops).
DOI: https://doi.org/10.1109/ICCW.2019.8756931
Brambilla, M., Matera, A., Tagliaferri, D., Nicoli, M., Spagnolini, U. (2019). RF-Assisted Free-Space Optics for 5G Vehicle-to-Vehicle Communications. IEEE International Conference on Communications Workshops (ICC Workshops).
DOI: https://doi.org/10.1109/ICCW.2019.8757059 
2018
Brambilla, M., Soatti, G., Nicoli, M. Precise vehicle positioning by cooperative feature association and tracking in vehicular networks (2018). 2018 IEEE Statistical Signal Processing Workshop (SSP).
DOI: https://doi.org/10.1109/SSP.2018.8450794
2016
Antevski, K., Redondi, A. E., Pitic, R. A hybrid BLE and Wi-Fi localization system for the creation of study groups in smart libraries (2016). IFIP Wireless and Mobile Networking conference (WMNC).
DOI: https://doi.org/10.1109/WMNC.2016.7543928

Under construction…

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo

testo