Luca Barbieri

56 papers B 3C 3Misc 3Journal 33Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cluster-Specific Predictive Modeling: A Scalable Solution for Resource-Constrained Wi-Fi Controllers.
CoRR
Gianluca Fontanesi, Luca Barbieri, Lorenzo Galati-Giordano, Alfonso Fernández-Durán, Thorsten Wild
2026 — conf
Target Classification for Integrated Sensing and Communication in Industrial Deployments.
JC&S
Luca Barbieri, Marcus Henninger, Paolo Tosi, Artjom Grudnitsky, Mattia Brambilla, Monica Nicoli, Silvio Mandelli
2025 J jnl
A Close Look at the Communication Efficiency and the Energy Footprints of Robust Federated Learning in Industrial IoT.
IEEE Internet Things J.
Luca Barbieri, Sanaz Kianoush, Monica Nicoli, Luigi Serio, Stefano Savazzi
2025 J jnl
Accurate Visualization and Interaction of 3D Models Belonging to Museums' Collection: From the Acquisition to the Digital Kiosk.
ACM Journal on Computing and Cultural Heritage
Fabrizio Ivan Apollonio, Michele Zannoni, Filippo Fantini, Simone Garagnani, Luca Barbieri
2025 J jnl
An Experimental Analysis on the Readiness of Currently Deployed 5G Networks for Positioning.
IEEE Trans. Instrum. Meas.
Luca Barbieri, Mattia Brambilla, Alessandro Goia, Monica Nicoli, Antonio Capone
2025 — conf
Bayesian Federated Learning for Continual Training.
SSP
Usevalad Milasheuski, Luca Barbieri, Sanaz Kianoush, Monica Nicoli, Stefano Savazzi
2025 J jnl
Bayesian Federated Learning for Continual Training.
CoRR
Usevalad Milasheuski, Luca Barbieri, Sanaz Kianoush, Monica Nicoli, Stefano Savazzi
2025 J jnl
On the Impact of Model Compression for Bayesian Federated Learning: An Analysis on Healthcare Data.
IEEE Signal Process. Lett.
Luca Barbieri, Stefano Savazzi, Monica Nicoli
2025 — conf
The Security of Quantum Computing in 6G: from Technical Perspectives to Ethical Implications.
ITASEC/SERICS
Luca Barbieri, Abdelkrim Menina, Riccardo Bassoli, Frank H. P. Fitzek
2024 — conf
A Compressed Decentralized Federated Learning Frame Work for Enhanced Environmental Awareness in V2V Networks.
ICASSP Workshops
Luca Barbieri, Mattia Brambilla, Monica Nicoli
2024 C conf
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
HealthCom
Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio
2024 J jnl
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
CoRR
Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio
2024 B conf
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.
WiMob
Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Usevalad Milasheuski, Sanaz Kianoush, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
2024 J jnl
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.
CoRR
Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
2024 — conf
Autonomous Vehicle Positioning with LiDAR-Only Sensing: An Application on the RACECAR Dataset.
SiPS
Francesco Pigato, Luca Barbieri, Mattia Brambilla, Monica Nicoli
2024 — conf
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT.
CAI
Luca Barbieri, Stefano Savazzi, Monica Nicoli
2024 J jnl
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT.
CoRR
Luca Barbieri, Stefano Savazzi, Monica Nicoli
2024 J jnl
Deep Learning-Based Cooperative LiDAR Sensing for Improved Vehicle Positioning.
IEEE Trans. Signal Process.
Luca Barbieri, Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
2024 Misc conf
Deep Unfolded Annealed Stein Particle Filter for Vehicle Tracking.
ICASSP
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Monica Nicoli
2024 J jnl
Diagnostics of Internal Defects in Composite Overhead Insulators Using an Optic E-Field Sensor.
Sensors
Damiano Fasani, Luca Barbieri, Andrea Villa, Daniele Palladini, Roberto Malgesini, Giovanni D'Avanzo, Giacomo Buccella, Paolo Gadia
2024 C conf
LiDAR-Aided Cooperative Localization and Environmental Perception for CAVs.
FUSION
Akif Adas, Luca Barbieri, Satyesh Awasthi, Pietro Morri, Simone Mentasti, Stefano Arrigoni, Edoardo Sabbioni, Monica Nicoli
2024 — conf
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks.
CAI
Usevalad Milasheuski, Luca Barbieri, Bernardo Camajori Tedeschini, Monica Nicoli, Stefano Savazzi
2024 J jnl
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks.
CoRR
Usevalad Milasheuski, Luca Barbieri, Bernardo Camajori Tedeschini, Monica Nicoli, Stefano Savazzi
2023 — conf
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
CAMAD
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
2023 J jnl
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
CoRR
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
2023 J jnl
A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning.
IEEE Access
Luca Barbieri, Stefano Savazzi, Monica Nicoli
2023 J jnl
A multi-resolution method for internal partial discharge simulation.
J. Comput. Phys.
Andrea Villa, Giacomo Buccella, Luca Barbieri, Daniele Palladini, Giovanni D'Avanzo
2023 — conf
Annealed Stein Particle Filter for Mobile Positioning in Indoor Environments.
ICC
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Monica Nicoli
2023 Misc conf
Channel-Driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks.
ICASSP
Luca Barbieri, Osvaldo Simeone, Monica Nicoli
2023 J jnl
Cooperative Lidar Sensing for Pedestrian Detection: Data Association Based on Message Passing Neural Networks.
IEEE Trans. Signal Process.
Bernardo Camajori Tedeschini, Mattia Brambilla, Luca Barbieri, Gabriele Balducci, Monica Nicoli
2023 — —
Cooperative Processing and Learning Methods for High-Resolution Environmental Perception
Luca Barbieri
2023 — conf
Deep Neural Networks for Cooperative Lidar Localization in Vehicular Networks.
ICC
Luca Barbieri, Mattia Brambilla, Monica Nicoli
2023 Misc conf
Implicit Vehicle Positioning with Cooperative Lidar Sensing.
ICASSP
Luca Barbieri, Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
2022 — conf
A Calibration Method for Antenna Delay Estimation and Anchor Self-Localization in UWB Systems.
MetroInd4.0& IoT
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Mattia Cerutti, Simone Ercoli, Andrea Agili, Monica Nicoli
2022 J jnl
A Self-Calibrating Localization Solution for Sport Applications with UWB Technology.
Sensors
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Mattia Cerutti, Simone Ercoli, Andrea Agili, Monica Nicoli
2022 C conf
Addressing data association by message passing over graph neural networks.
FUSION
Bernardo Camajori Tedeschini, Mattia Brambilla, Luca Barbieri, Monica Nicoli
2022 B conf
Communication-efficient Distributed Learning in V2X Networks: Parameter Selection and Quantization.
GLOBECOM
Luca Barbieri, Stefano Savazzi, Monica Nicoli
2022 J jnl
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation.
IEEE Access
Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa, Luca Barbieri, Ioannis Stathopoulos, Monica Nicoli, Luigi Serio
2022 J jnl
Decentralized federated learning for extended sensing in 6G connected vehicles.
Veh. Commun.
Luca Barbieri, Stefano Savazzi, Mattia Brambilla, Monica Nicoli
2022 J jnl
Simulation of surface-plasma interaction with high surface conductivity.
J. Comput. Phys.
Andrea Villa, Roger Schurch, Giacomo Buccella, Luca Barbieri, Christian Laurano, Roberto Malgesini, Daniele Palladini
2021 J jnl
An uncoupled implementation of the local mean energy plasma model.
J. Comput. Phys.
Andrea Villa, Roger Schurch, Luca Barbieri, Roberto Malgesini, Giacomo Buccella
2021 — conf
Decentralized Federated Learning for Road User Classification in Enhanced V2X Networks.
ICC Workshops
Luca Barbieri, Stefano Savazzi, Monica Nicoli
2021 J jnl
Discretization of Poisson's equation in two domains with non algebraic interface conditions for plasma simulations.
Appl. Math. Comput.
Andrea Villa, Luca Barbieri, Roberto Malgesini, Giacomo Buccella
2021 J jnl
Erratum to "UWB Localization in a Smart Factory: Augmentation Methods and Experimental Assessment".
IEEE Trans. Instrum. Meas.
Luca Barbieri, Mattia Brambilla, Andrea Trabattoni, Stefano Mervic, Monica Nicoli
2021 J jnl
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems.
CoRR
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
2021 J jnl
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems.
IEEE Commun. Mag.
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
2021 J jnl
UWB Localization in a Smart Factory: Augmentation Methods and Experimental Assessment.
IEEE Trans. Instrum. Meas.
Luca Barbieri, Mattia Brambilla, Andrea Trabattoni, Stefano Mervic, Monica Nicoli
2020 — conf
Measurement of Dynamic Voltage Variation Effect on Instrument Transformers for Power Grid Applications.
I2MTC
Gabriella Crotti, Domenico Giordano, Giovanni D'Avanzo, Antonio Delle Femine, Daniele Gallo, Carmine Landi, Mario Luiso, Palma Sara Letizia, Luca Barbieri, Paolo Mazza, Daniele Palladini
2020 J jnl
Three dimensional simulation of the dynamics of electro active polymers using shell elements.
Appl. Math. Comput.
Andrea Villa, Luca Barbieri, Roberto Malgesini
2020 B conf
UWB Real-Time Location Systems for Smart Factory: Augmentation Methods and Experiments.
PIMRC
Luca Barbieri, Mattia Brambilla, Razvan Pitic, Andrea Trabattoni, Stefano Mervic, Monica Nicoli
2019 J jnl
Overcoming Frequency Response Measurements of Voltage Transformers: An Approach Based on Quasi-Sinusoidal Volterra Models.
IEEE Trans. Instrum. Meas.
Marco Faifer, Christian Laurano, Roberto Ottoboni, Sergio Toscani, Michele Zanoni, Gabriella Crotti, Domenico Giordano, Luca Barbieri, Marco Gondola, Paolo Mazza
2017 J jnl
A PDE-based partial discharge simulator.
J. Comput. Phys.
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
2017 J jnl
An efficient algorithm for corona simulation with complex chemical models.
J. Comput. Phys.
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
2017 J jnl
An implicit three-dimensional fractional step method for the simulation of the corona phenomenon.
Appl. Math. Comput.
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
2015 J jnl
Stability of the discretization of the electron avalanche phenomenon.
J. Comput. Phys.
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
2013 J jnl
An asymptotic preserving scheme for the streamer simulation.
J. Comput. Phys.
Andrea Villa, Luca Barbieri, Marco Gondola, Roberto Malgesini