Luca Barbieri

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Particle Filter

Pedestrian Detector

Top Venues

J. Comput. Phys.

IEEE Trans. Instrum. Meas.

Appl. Math. Comput.

Publications

Damiano Fasani, Luca Barbieri, Andrea Villa, Daniele Palladini, Roberto Malgesini, Giovanni D'Avanzo, Giacomo Buccella, Paolo Gadia
Diagnostics of Internal Defects in Composite Overhead Insulators Using an Optic E-Field Sensor. Sensors 24 (5) (2024)
Luca Barbieri, Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
Deep Learning-Based Cooperative LiDAR Sensing for Improved Vehicle Positioning. IEEE Trans. Signal Process. 72 (2024)
Usevalad Milasheuski, Luca Barbieri, Bernardo Camajori Tedeschini, Monica Nicoli, Stefano Savazzi
On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks. CoRR (2024)
Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. CoRR (2024)
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Monica Nicoli
Deep Unfolded Annealed Stein Particle Filter for Vehicle Tracking. ICASSP (2024)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT. CoRR (2024)
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Monica Nicoli
Annealed Stein Particle Filter for Mobile Positioning in Indoor Environments. ICC (2023)
Luca Barbieri, Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
Implicit Vehicle Positioning with Cooperative Lidar Sensing. ICASSP (2023)
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CAMAD (2023)
Andrea Villa, Giacomo Buccella, Luca Barbieri, Daniele Palladini, Giovanni D'Avanzo
A multi-resolution method for internal partial discharge simulation. J. Comput. Phys. 491 (2023)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning. IEEE Access 11 (2023)
Bernardo Camajori Tedeschini, Mattia Brambilla, Luca Barbieri, Gabriele Balducci, Monica Nicoli
Cooperative Lidar Sensing for Pedestrian Detection: Data Association Based on Message Passing Neural Networks. IEEE Trans. Signal Process. 71 (2023)
Luca Barbieri, Osvaldo Simeone, Monica Nicoli
Channel-Driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks. ICASSP (2023)
Luca Barbieri, Mattia Brambilla, Monica Nicoli
Deep Neural Networks for Cooperative Lidar Localization in Vehicular Networks. ICC (2023)
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. CoRR (2023)
Luca Barbieri, Stefano Savazzi, Mattia Brambilla, Monica Nicoli
Decentralized federated learning for extended sensing in 6G connected vehicles. Veh. Commun. 33 (2022)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
Communication-efficient Distributed Learning in V2X Networks: Parameter Selection and Quantization. GLOBECOM (2022)
Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa, Luca Barbieri, Ioannis Stathopoulos, Monica Nicoli, Luigi Serio
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation. IEEE Access 10 (2022)
Bernardo Camajori Tedeschini, Mattia Brambilla, Luca Barbieri, Monica Nicoli
Addressing data association by message passing over graph neural networks. FUSION (2022)
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Mattia Cerutti, Simone Ercoli, Andrea Agili, Monica Nicoli
A Calibration Method for Antenna Delay Estimation and Anchor Self-Localization in UWB Systems. MetroInd4.0& IoT (2022)
Marco Piavanini, Luca Barbieri, Mattia Brambilla, Mattia Cerutti, Simone Ercoli, Andrea Agili, Monica Nicoli
A Self-Calibrating Localization Solution for Sport Applications with UWB Technology. Sensors 22 (23) (2022)
Andrea Villa, Roger Schurch, Giacomo Buccella, Luca Barbieri, Christian Laurano, Roberto Malgesini, Daniele Palladini
Simulation of surface-plasma interaction with high surface conductivity. J. Comput. Phys. 456 (2022)
Luca Barbieri, Mattia Brambilla, Andrea Trabattoni, Stefano Mervic, Monica Nicoli
Erratum to "UWB Localization in a Smart Factory: Augmentation Methods and Experimental Assessment". IEEE Trans. Instrum. Meas. 70 (2021)
Luca Barbieri, Mattia Brambilla, Andrea Trabattoni, Stefano Mervic, Monica Nicoli
UWB Localization in a Smart Factory: Augmentation Methods and Experimental Assessment. IEEE Trans. Instrum. Meas. 70 (2021)
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems. CoRR (2021)
Luca Barbieri, Stefano Savazzi, Monica Nicoli
Decentralized Federated Learning for Road User Classification in Enhanced V2X Networks. ICC Workshops (2021)
Andrea Villa, Roger Schurch, Luca Barbieri, Roberto Malgesini, Giacomo Buccella
An uncoupled implementation of the local mean energy plasma model. J. Comput. Phys. 447 (2021)
Stefano Savazzi, Monica Nicoli, Mehdi Bennis, Sanaz Kianoush, Luca Barbieri
Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems. IEEE Commun. Mag. 59 (2) (2021)
Andrea Villa, Luca Barbieri, Roberto Malgesini, Giacomo Buccella
Discretization of Poisson's equation in two domains with non algebraic interface conditions for plasma simulations. Appl. Math. Comput. 403 (2021)
Luca Barbieri, Mattia Brambilla, Razvan Pitic, Andrea Trabattoni, Stefano Mervic, Monica Nicoli
UWB Real-Time Location Systems for Smart Factory: Augmentation Methods and Experiments. PIMRC (2020)
Gabriella Crotti, Domenico Giordano, Giovanni D'Avanzo, Antonio Delle Femine, Daniele Gallo, Carmine Landi, Mario Luiso, Palma Sara Letizia, Luca Barbieri, Paolo Mazza, D. Palladini
Measurement of Dynamic Voltage Variation Effect on Instrument Transformers for Power Grid Applications. I2MTC (2020)
Andrea Villa, Luca Barbieri, Roberto Malgesini
Three dimensional simulation of the dynamics of electro active polymers using shell elements. Appl. Math. Comput. 377 (2020)
Marco Faifer, Christian Laurano, Roberto Ottoboni, Sergio Toscani, Michele Zanoni, Gabriella Crotti, Domenico Giordano, Luca Barbieri, Marco Gondola, Paolo Mazza
Overcoming Frequency Response Measurements of Voltage Transformers: An Approach Based on Quasi-Sinusoidal Volterra Models. IEEE Trans. Instrum. Meas. 68 (8) (2019)
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
An efficient algorithm for corona simulation with complex chemical models. J. Comput. Phys. 337 (2017)
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
An implicit three-dimensional fractional step method for the simulation of the corona phenomenon. Appl. Math. Comput. 311 (2017)
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
A PDE-based partial discharge simulator. J. Comput. Phys. 345 (2017)
Andrea Villa, Luca Barbieri, Marco Gondola, Andres R. Leon-Garzon, Roberto Malgesini
Stability of the discretization of the electron avalanche phenomenon. J. Comput. Phys. 296 (2015)
Andrea Villa, Luca Barbieri, Marco Gondola, Roberto Malgesini
An asymptotic preserving scheme for the streamer simulation. J. Comput. Phys. 242 (2013)