Monica Nicoli

159 papers B 11C 7Misc 8Journal 79Unranked 54
YearRankTypeTitle / Venue / Authors
2026 J jnl
FederNet: A network and device-aware emulation platform for federated learning benchmarking.
Comput. Networks
Antonio Boiano, Marta Avanzini, Mattia Brambilla, Monica Nicoli, Alessandro E. C. Redondi
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 — conf
5G Vehicle Positioning in Tunnels with Single Anchor Tdoa Exploiting Multipath Reflectors.
EUSIPCO
Lorenzo Italiano, Mattia Brambilla, Monica Nicoli
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
A Secure and Trustworthy Federated Learning Platform as a Service Model for Stroke Management in European Clinical Centers.
IEEE Access
Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Marco Di Gennaro, Riccardo Taiello, Usevalad Milasheuski, Lorenzo Giusti, Matilde Carvalho Costa, Mattia Brambilla, Paolo Cacace, Rodrigo Lopes de Almeida, Simone Buranti, Alessandro E. C. Redondi, Michele Carminati, Monica Nicoli, Sanaz Kianoush, Stefano Savazzi, Stefano Zanero, Luigi Serio
2025 J jnl
A Tutorial on 5G Positioning.
IEEE Commun. Surv. Tutorials
Lorenzo Italiano, Bernardo Camajori Tedeschini, Mattia Brambilla, Huiping Huang, Monica Nicoli, Henk Wymeersch
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 — conf
Development of a Connected Road Environment for Cooperative ADAS Testing.
MT-ITS
Stefano Arrigoni, Simone Mentasti, Pietro Morri, Akif Adas, Raffaele Viterbo, Mattia Cerutti, Michele Vignati, Federico Cheli, Matteo Matteucci, Monica Nicoli, Edoardo Sabbioni
2025 J jnl
Joint Travel Route Optimization Framework for Platooning.
CoRR
Akif Adas, Stefano Arrigoni, Mattia Brambilla, Monica Nicoli, Edoardo Sabbioni
2025 B conf
Leveraging Smart Tunnel Systems: V2X-Driven Positioning for CAVs in GNSS-Denied Scenarios.
WCNC
Raffaele Viterbo, Marco Piavanini, Lorenzo Italiano, Mattia Brambilla, Mattia Cerutti, Sanders Batista Felix, Simone Specchia, Edoardo Piantoni, Giovanni Megna, Diego Franceschini, Benedetto Carambia, Sergio M. Savaresi, Monica Nicoli
2025 J jnl
Multi-Agent Reinforcement Learning for Distributed Cooperative Vehicular Positioning.
IEEE Trans. Intell. Veh.
Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli, Moe Z. Win
2025 — conf
Non-linear Variational Bayes Multiple Model for Positioning in Highway Tunnel.
ICASSP Workshops
Marco Piavanini, Simone Specchia, Mattia Brambilla, Sergio Matteo Savaresi, Monica Nicoli
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 B conf
Robust Uplink Ranging in 5G Networks: An Integrated O-RAN Approach.
MASS
Viola Bernazzoli, Pietro Morri, Eugenio Moro, Mattia Brambilla, Ilario Filippini, Monica Nicoli
2025 — conf
V2X Connected Smart Tyre Telemetry for Real-Time Road and Vehicle Monitoring.
VTC2025-Spring
Raffaele Viterbo, Mattia Cerutti, Sanders Batista Felix, Mattia Brambilla, Alessandro Turati, Davide Chiola, Gabriele Montorio, Monica Nicoli
2025 J jnl
Weighted Average Consensus Algorithms in Distributed and Federated Learning.
IEEE Trans. Netw. Sci. Eng.
Bernardo Camajori Tedeschini, Stefano Savazzi, Monica Nicoli
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
ADRTrack: Real-Time Hazardous Material Truck Management via V2X Cooperative Messages.
ICVES
Lorenzo Italiano, Mattia Brambilla, Marco Ponti, Fabio Borghetti, Giovanni Megna, Diego Franceschini, Valerio Liga, Benedetto Carambia, Luca Studer, Monica Nicoli
2024 C conf
Aircraft Localization by Interacting Multiple Model Filtering in Wide Area Multilateration.
FUSION
Ludovico Mazzi, Mattia Brambilla, Michele Guardiani, Maximilian James Arpaio, Monica Nicoli
2024 — conf
An Experimental Assessment of 5G Uplink Ranging.
MetroInd4.0 & IoT
Pietro Morri, Viola Bernazzoli, Mattia Brambilla, Eugenio Moro, Ilario Filippini, Monica Nicoli
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 C conf
Cooperative Positioning with Multi-Agent Reinforcement Learning.
FUSION
Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli, Moe Z. Win
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
Deep-Learning-Based Radio Map Reconstruction for V2X Communications.
IEEE Trans. Veh. Technol.
Sandra Roger, Mattia Brambilla, Bernardo Camajori Tedeschini, Carmen Botella-Mascarell, Maximo Cobos, Monica Nicoli
2024 — conf
Empowering 6G Positioning and Tracking with Bayesian Neural Networks.
ICC
Bernardo Camajori Tedeschini, Girim Kwon, Monica Nicoli, Moe Z. Win
2024 — conf
Evaluating the V2X Latency for Vehicle Positioning: A Comparison Between 5G-V2X and ITS-G5.
RTSI
Raffaele Viterbo, Mattia Brambilla, Mattia Cerutti, Simone Specchia, Diego Franceschini, Benedetto Carambia, Sergio M. Savaresi, Monica Nicoli
2024 J jnl
Integration of 5G and GNSS Technologies for Enhanced Positioning: An Experimental Study.
IEEE Open J. Commun. Soc.
Mattia Brambilla, Marianna Alghisi, Bernardo Camajori Tedeschini, Alessandro Fumagalli, Florin-Catalin Grec, Lorenzo Italiano, Chiara Pileggi, Ludovico Biagi, Stefano Bianchi, Andrea Gatti, Alessandro Goia, Monica Nicoli, Eugenio Realini
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
2024 — conf
Pedestrian Positioning in Urban Environments with 5G Technology.
MedComNet
Lorenzo Italiano, Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
2024 J jnl
Real-Time Bayesian Neural Networks for 6G Cooperative Positioning and Tracking.
IEEE J. Sel. Areas Commun.
Bernardo Camajori Tedeschini, Girim Kwon, Monica Nicoli, Moe Z. Win
2024 J jnl
Split Consensus Federated Learning: An Approach for Distributed Training and Inference.
IEEE Access
Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
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 Traffic Model Based Approach to Parameter Server Design in Federated Learning Processes.
IEEE Commun. Lett.
Bernardo Camajori Tedeschini, Stefano Savazzi, Monica Nicoli
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 Deep-Learning Positioning in mmWave 5G-Advanced Networks.
IEEE J. Sel. Areas Commun.
Bernardo Camajori Tedeschini, 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 — conf
Deep Neural Networks for Cooperative Lidar Localization in Vehicular Networks.
ICC
Luca Barbieri, Mattia Brambilla, Monica Nicoli
2023 — conf
Experimental Validation of Vehicle Positioning with Ultra-Wide Band Roadside Infrastructure.
MetroInd4.0&IoT
Marco Piavanini, Lorenzo Italiano, Mattia Brambilla, Simone Specchia, Stefano Carnier, Sergio Matteo Savaresi, Giovanni Miragliotta, Diego Franceschini, Benedetto Carambia, Monica Nicoli
2023 Misc conf
Implicit Vehicle Positioning with Cooperative Lidar Sensing.
ICASSP
Luca Barbieri, Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
2023 J jnl
Message Passing Neural Network Versus Message Passing Algorithm for Cooperative Positioning.
IEEE Trans. Cogn. Commun. Netw.
Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
2023 J jnl
Motion Estimation and Compensation in Automotive MIMO SAR.
IEEE Trans. Intell. Transp. Syst.
Marco Manzoni, Dario Tagliaferri, Marco Rizzi, Stefano Tebaldini, Andrea Virgilio Monti-Guarnieri, Claudio Maria Prati, Monica Nicoli, Ivan Russo, Sergi Duque, Christian Mazzucco, Umberto Spagnolini
2023 J jnl
On the Latent Space of mmWave MIMO Channels for NLOS Identification in 5G-Advanced Systems.
IEEE J. Sel. Areas Commun.
Bernardo Camajori Tedeschini, Monica Nicoli, Moe Z. Win
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
Fastening the initial access in 5G NR sidelink for 6G V2X networks.
Veh. Commun.
Marouan Mizmizi, Francesco Linsalata, Mattia Brambilla, Filippo Morandi, Kai Dong, Maurizio Magarini, Monica Nicoli, Majid Nasiri Khormuji, Peng Wang, Renaud-Alexandre Pitaval, Umberto Spagnolini
2022 J jnl
On the Impact of Road Roughness and Antenna Position on Vehicular Communications.
IEEE Wirel. Commun. Lett.
Giovanni Ciaramitaro, Mattia Brambilla, Dario Tagliaferri, Elena Bozzi, Monica Nicoli, Alberto Perotti, Umberto Spagnolini
2022 J jnl
Sensing the Urban Environment by Automotive SAR Imaging: Potentials and Challenges.
Remote. Sens.
Stefano Tebaldini, Marco Manzoni, Dario Tagliaferri, Marco Rizzi, Andrea Virgilio Monti-Guarnieri, Claudio Maria Prati, Umberto Spagnolini, Monica Nicoli, Ivan Russo, Christian Mazzucco
2021 J jnl
6G V2X Technologies and Orchestrated Sensing for Autonomous Driving.
CoRR
Marouan Mizmizi, Mattia Brambilla, Dario Tagliaferri, Christian Mazzucco, Mérouane Debbah, Tomasz Mach, Rino Simeone, Silvio Mandelli, Valerio Frascolla, Renato Lombardi, Maurizio Magarini, Monica Nicoli, Umberto Spagnolini
2021 — conf
Cooperative Synthetic Aperture Radar in an Urban Connected Car Scenario.
JC&S
Dario Tagliaferri, Marco Rizzi, Stefano Tebaldini, Monica Nicoli, Ivan Russo, Christian Mazzucco, Andrea Virgilio Monti-Guarnieri, Claudio Maria Prati, Umberto Spagnolini
2021 — conf
Decentralized Federated Learning for Road User Classification in Enhanced V2X Networks.
ICC Workshops
Luca Barbieri, Stefano Savazzi, Monica Nicoli
2021 J jnl
EM Model-Based Device-Free Localization of Multiple Bodies.
Sensors
Vittorio Rampa, Monica Nicoli, Chiara Manno, Stefano Savazzi
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
Fastening the Initial Access in 5G NR Sidelink for 6G V2X Networks.
CoRR
Marouan Mizmizi, Francesco Linsalata, Mattia Brambilla, Filippo Morandi, Kai Dong, Maurizio Magarini, Monica Nicoli, Majid Nasiri Khormuji, Peng Wang, Renaud-Alexandre Pitaval, Umberto Spagnolini
2021 C conf
Navigation-Aided Automotive SAR Imaging in Urban Environments.
IGARSS
Marco Rizzi, Dario Tagliaferri, Stefano Tebaldini, Monica Nicoli, Ivan Russo, Christian Mazzucco, Andrea Monti-Guarnieri, Claudio Maria Prati, Umberto Spagnolini
2021 J jnl
Navigation-Aided Automotive SAR for High-Resolution Imaging of Driving Environments.
IEEE Access
Dario Tagliaferri, Marco Rizzi, Monica Nicoli, Stefano Tebaldini, Ivan Russo, Andrea Monti-Guarnieri, Claudio Maria Prati, Umberto Spagnolini
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
Sensor-Aided Beamwidth and Power Control for Next Generation Vehicular Communications.
IEEE Access
Dario Tagliaferri, Mattia Brambilla, Monica Nicoli, Umberto Spagnolini
2021 — conf
Sensors Localization and Target Tracking in Underwater Environment via Belief Propagation.
MILCOM
Mattia Brambilla, Giovanni Soldi, Domenico Gaglione, Leonardo Maria Millefiori, Monica Nicoli, Paolo Braca, Peter Willett, Moe Z. Win
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 J jnl
Augmenting Vehicle Localization by Cooperative Sensing of the Driving Environment: Insight on Data Association in Urban Traffic Scenarios.
IEEE Trans. Intell. Transp. Syst.
Mattia Brambilla, Monica Nicoli, Gloria Soatti, Francesco Deflorio
2020 J jnl
Estimation of Wideband Dynamic mmWave and THz Channels for 5G Systems and Beyond.
IEEE J. Sel. Areas Commun.
Alessandro Brighente, Mattia Cerutti, Monica Nicoli, Stefano Tomasin, Umberto Spagnolini
2020 J jnl
Federated Learning With Cooperating Devices: A Consensus Approach for Massive IoT Networks.
IEEE Internet Things J.
Stefano Savazzi, Monica Nicoli, Vittorio Rampa
2020 Misc conf
Federated Learning with Mutually Cooperating Devices: A Consensus Approach Towards Server-Less Model Optimization.
ICASSP
Stefano Savazzi, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush
2020 Misc conf
Joint Multitarget Tracking and Dynamic Network Localization in the Underwater Domain.
ICASSP
Rico Mendrzik, Mattia Brambilla, Clemens Allmann, Monica Nicoli, Wolfgang Koch, Gerhard Bauch, Kevin D. LePage, Paolo Braca
2020 — conf
Location-assisted Subspace-based Beam Alignment in LOS/NLOS mm-wave V2X Communications.
ICC
Mattia Brambilla, Daniele Pardo, Monica Nicoli
2020 — conf
Low-latency Low-complexity Subspace Methods for mmWave MIMO-OFDM Channel Estimation.
ICC
Mattia Cerutti, Monica Nicoli, Umberto Spagnolini
2020 — conf
Machine Learning Based Localization of LoRaWAN Devices via Inter-Technology Knowledge Transfer.
ICC Workshops
Andrea Pimpinella, Alessandro E. C. Redondi, Monica Nicoli, Matteo Cesana
2020 — conf
Sensor and Map-Aided Cooperative Beam Tracking for Optical V2V Communications.
VTC Spring
Mattia Brambilla, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
2020 J jnl
Sensor-Aided V2X Beam Tracking for Connected Automated Driving: Distributed Architecture and Processing Algorithms.
Sensors
Mattia Brambilla, Lorenzo Combi, Andrea Matera, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
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
A Cooperative Machine Learning Approach for Pedestrian Navigation in Indoor IoT.
Sensors
Marzieh Jalal Abadi, Luca Luceri, Mahbub Hassan, Chun Tung Chou, Monica Nicoli
2019 J jnl
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing.
Ad Hoc Networks
Gloria Soatti, Stefano Savazzi, Monica Nicoli, Maria Antonieta Alvarez, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
2019 J jnl
Federated Learning with Cooperating Devices: A Consensus Approach for Massive IoT Networks.
CoRR
Stefano Savazzi, Monica Nicoli, Vittorio Rampa
2019 — conf
Inertial Sensor Aided mmWave Beam Tracking to Support Cooperative Autonomous Driving.
ICC Workshops
Mattia Brambilla, Monica Nicoli, Sergio M. Savaresi, Umberto Spagnolini
2019 J jnl
Inertial Sensor Aided mmWave Beam Tracking to Support Cooperative Autonomous Driving.
CoRR
Mattia Brambilla, Monica Nicoli, Sergio M. Savaresi, Umberto Spagnolini
2019 J jnl
People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms.
Sensors
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa, Monica Nicoli
2019 — conf
RF-Assisted Free-Space Optics for 5G Vehicle-to-Vehicle Communications.
ICC Workshops
Mattia Brambilla, Andrea Matera, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
2019 J jnl
RF-Assisted Free-Space Optics for 5G Vehicle-to-Vehicle Communications.
CoRR
Mattia Brambilla, Andrea Matera, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
2018 — conf
A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform.
WF-IoT
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Sanaz Kianoush, Franck Le Gall, Hamza Baqa, David Remon
2018 — conf
Device-free Crowd Sensing in Dense WiFi MIMO Networks: Channel Features and Machine Learning Tools.
WPNC
Sanaz Kianoush, Stefano Savazzi, Monica Nicoli
2018 J jnl
Implicit Cooperative Positioning in Vehicular Networks.
IEEE Trans. Intell. Transp. Syst.
Gloria Soatti, Monica Nicoli, Nil Garcia, Benoît Denis, Ronald Raulefs, Henk Wymeersch
2018 — conf
Low-Rank Channel and Interference Estimation in mm-Wave Massive Antenna Arrays.
EUSIPCO
Gloria Soatti, Ahmed Murtada, Monica Nicoli, Jonathan Gambini, Umberto Spagnolini
2018 — conf
Precise Vehicle Positioning by Cooperative Feature Association and Tracking in Vehicular Networks.
SSP
Mattia Brambilla, Gloria Soatti, Monica Nicoli
2017 J jnl
A Wireless Cloud Network Platform for Industrial Process Automation: Critical Data Publishing and Distributed Sensing.
IEEE Trans. Instrum. Meas.
Leonardo Ascorti, Stefano Savazzi, Gloria Soatti, Monica Nicoli, Emiliano Sisinni, Stefano Galimberti
2017 J jnl
Consensus-Based Algorithms for Distributed Network-State Estimation and Localization.
IEEE Trans. Signal Inf. Process. over Networks
Gloria Soatti, Monica Nicoli, Stefano Savazzi, Umberto Spagnolini
2017 — conf
Enhanced vehicle positioning in cooperative ITS by joint sensing of passive features.
ITSC
Gloria Soatti, Monica Nicoli, Nil Garcia, Benoît Denis, Ronald Raulefs, Henk Wymeersch
2017 J jnl
Implicit Cooperative Positioning in Vehicular Networks.
CoRR
Gloria Soatti, Monica Nicoli, Nil Garcia, Benoît Denis, Ronald Raulefs, Henk Wymeersch
2016 J jnl
Device-Free Radio Vision for Assisted Living: Leveraging wireless channel quality information for human sensing Wireless propagation is conventionally considered as the enabling tool for transporting information.
IEEE Signal Process. Mag.
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
2016 — conf
Device-free localization of multiple targets.
EUSIPCO
Monica Nicoli, Vittorio Rampa, Stefano Savazzi, Silvia Schiaroli
2016 — conf
Device-to-device resource scheduling by distributed interference coordination.
ICC Workshops
Maria Antonieta Alvarez, Gloria Soatti, Monica Nicoli, Umberto Spagnolini
2016 — conf
Pre-deployment performance assessment of device-free radio localization systems.
ICC Workshops
Sanaz Kianoush, Vittorio Rampa, Stefano Savazzi, Monica Nicoli
2015 — conf
Distributed Sensing of Interference Pattern in Dense Cooperative Wireless Networks.
ICC Workshops
Gloria Soatti, Monica Nicoli, Stefano Savazzi, Umberto Spagnolini
2015 J jnl
Physical Modeling and Performance Bounds for Device-free Localization Systems.
IEEE Signal Process. Lett.
Vittorio Rampa, Stefano Savazzi, Monica Nicoli, Michele d'Amico
2015 J jnl
Wireless Coexistence and Spectrum Sensing in Industrial Internet of Things: An Experimental Study.
Int. J. Distributed Sens. Networks
Jean Michel Winter, Ivan Müller, Gloria Soatti, Stefano Savazzi, Monica Nicoli, Leandro Buss Becker, João Cesar Netto, Carlos Eduardo Pereira
2014 J jnl
A Bayesian Approach to Device-Free Localization: Modeling and Experimental Assessment.
IEEE J. Sel. Top. Signal Process.
Stefano Savazzi, Monica Nicoli, Francesca Carminati, Michele Riva
2014 C conf
A collaborative approach to heading estimation for smartphone-based PDR indoor localisation.
IPIN
Marzieh Jalal Abadi, Luca Luceri, Mahbub Hassan, Chun Tung Chou, Monica Nicoli
2014 J jnl
Cooperative Bayesian Estimation of Vehicular Traffic in Large-Scale Networks.
IEEE Trans. Intell. Transp. Syst.
Alessandra Pascale, Monica Nicoli, Umberto Spagnolini
2014 B conf
Distributed estimation of macroscopic channel parameters in dense cooperative wireless networks.
WCNC
Monica Nicoli, Gloria Soatti, Stefano Savazzi
2014 — conf
Weighted consensus algorithms for distributed localization in cooperative wireless networks.
ISWCS
Gloria Soatti, Monica Nicoli, Andrea Matera, Silvia Schiaroli, Umberto Spagnolini
2014 J jnl
Wireless home automation networks for indoor surveillance: technologies and experiments.
EURASIP J. Wirel. Commun. Netw.
Milo Spadacini, Stefano Savazzi, Monica Nicoli
2013 Misc conf
Estimation of highway traffic from sparse sensors: Stochastic modeling and particle filtering.
ICASSP
Alessandra Pascale, Gabriel Gomes, Monica Nicoli
2013 J jnl
Joint OSC Receiver for Evolved GSM/EDGE Systems.
IEEE Trans. Wirel. Commun.
Daniele Molteni, Monica Nicoli
2013 J jnl
Partner Selection in Indoor-to-Outdoor Cooperative Networks: An Experimental Study.
IEEE J. Sel. Areas Commun.
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
2013 J jnl
Ultra-wide band sensor networks in oil and gas explorations.
IEEE Commun. Mag.
Stefano Savazzi, Umberto Spagnolini, Leonardo Goratti, Daniele Molteni, Matti Latva-aho, Monica Nicoli
2012 B conf
Radio imaging by cooperative wireless network: Localization algorithms and experiments.
WCNC
Stefano Savazzi, Monica Nicoli, Michele Riva
2012 — conf
Wireless networks for smart surveillance: Technologies, protocol design and experiments.
WCNC Workshops
Milo Spadacini, Stefano Savazzi, Monica Nicoli, S. Nicoli
2011 J jnl
Localization in mobile wireless and sensor networks.
EURASIP J. Wirel. Commun. Netw.
Monica Nicoli, Sinan Gezici, Zafer Sahinoglu, Henk Wymeersch
2011 J jnl
Partner selection in indoor-to-outdoor cooperative networks: an experimental study
CoRR
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
2011 J jnl
Performance of MIMO-OFDMA Systems in Correlated Fading Channels and Non-Stationary Interference.
IEEE Trans. Wirel. Commun.
Daniele Molteni, Monica Nicoli, Umberto Spagnolini
2011 — conf
Resource Allocation Algorithm for GSM-OSC Cellular Systems.
ICC
Daniele Molteni, Monica Nicoli, Mikko Säily
2010 — conf
Bayesian Localization in Sensor Networks: Distributed Algorithm and Fundamental Limits.
ICC
Diana Fontanella, Monica Nicoli, Luc Vandendorpe
2010 — conf
Impact of Fading Statistics on Partner Selection in Indoor-to-Outdoor Cooperative Networks.
ICC
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
2009 J jnl
A Comparative Analysis of Spatial Multiplexing Techniques for Outdoor MIMO-OFDM Systems with a Limited Feedback Constraint.
IEEE Trans. Veh. Technol.
Stefano Savazzi, Monica Nicoli, Mikael Sternad
2008 J jnl
A Jump Markov Particle Filter for Localization of Moving Terminals in Multipath Indoor Scenarios.
IEEE Trans. Signal Process.
Monica Nicoli, Carlo Morelli, Vittorio Rampa
2008 Misc conf
Analytic framework for performance evaluation of multi-antenna WIMAX systems over fading channel.
ICASSP
Daniele Molteni, Roberto Bosisio, Monica Nicoli
2007 J jnl
Bayesian Algorithms for Indoor Radio Localization.
ERCIM News
Monica Nicoli, Vittorio Rampa
2007 J jnl
Hidden Markov Models for Radio Localization in Mixed LOS/NLOS Conditions.
IEEE Trans. Signal Process.
Carlo Morelli, Monica Nicoli, Vittorio Rampa, Umberto Spagnolini
2007 B conf
Performance Analysis of Multiantenna Wimax Systems over Frequency-Selective Fading Channels.
PIMRC
Daniele Molteni, Monica Nicoli, Roberto Bosisio, Luigi Sampietro
2007 J jnl
Soft Iterative Channel Estimation With Subspace and Rank Tracking.
IEEE Signal Process. Lett.
Simone Ferrara, Tadashi Matsumoto, Monica Nicoli, Umberto Spagnolini
2007 J jnl
Soft-Iterative Channel Estimation: Methods and Performance Analysis.
IEEE Trans. Signal Process.
Monica Nicoli, Simone Ferrara, Umberto Spagnolini
2006 B conf
Adaptive Array Processing for Time-Varying Interference Mitigation in IEEE 802.16 Systems.
PIMRC
Monica Nicoli, Massimiliano Sala, Osvaldo Simeone, Luigi Sampietro, Claudio Santacesaria
2006 — conf
Particle Filters for Rss-Based Localization in Wireless Sensor Networks: An Experimental Study.
ICASSP (4)
Carlo Morelli, Monica Nicoli, Vittorio Rampa, Umberto Spagnolini, Cesare Alippi
2006 — conf
Spatial multiplexing for outdoor MIMO-OFDM systems with limited feedback costraint.
ICC
Stefano Savazzi, Monica Nicoli, Mikael Sternad
2005 — conf
A subspace method for channel estimation in soft-iterative receivers.
EUSIPCO
Monica Nicoli, Umberto Spagnolini
2005 — conf
HMM-based tracking of moving terminals in dense multipath indoor environments.
EUSIPCO
Monica Nicoli, Carlo Morelli, Vittorio Rampa, Umberto Spagnolini
2005 — conf
Hidden Markov models for radio localization of moving terminals in LOS/NLOS conditions.
ICASSP (4)
Carlo Morelli, Monica Nicoli, Vittorio Rampa, Umberto Spagnolini
2005 — conf
Kalman filter of channel modes in time-varying wireless systems.
ICASSP (3)
Roberto Bosisio, Monica Nicoli, Umberto Spagnolini
2005 J jnl
Reduced-rank channel estimation for time-slotted mobile communication systems.
IEEE Trans. Signal Process.
Monica Nicoli, Umberto Spagnolini
2003 J jnl
Multislot estimation of fast-varying space-time communication channels.
IEEE Trans. Signal Process.
Monica Nicoli, Osvaldo Simeone, Umberto Spagnolini
2003 J jnl
Multislot estimation of frequency-selective fast-varying channels.
IEEE Trans. Commun.
Monica Nicoli, Osvaldo Simeone, Umberto Spagnolini
2003 B conf
Subspace tracking for uplink/downlink array processing in CDMA systems.
GLOBECOM
Osvaldo Simeone, Monica Nicoli, Umberto Spagnolini
2002 — conf
A multi-slot method to estimate fast-varying channels in TD-CDMA systems.
EUSIPCO
Monica Nicoli, Osvaldo Simeone, Umberto Spagnolini
2002 J jnl
Hidden Markov model for multidimensional wavefront tracking.
IEEE Trans. Geosci. Remote. Sens.
Monica Nicoli, Vittorio Rampa, Umberto Spagnolini
2002 J jnl
Multislot estimation of fast-varying space-time channels in TD-CDMA systems.
IEEE Commun. Lett.
Monica Nicoli, Osvaldo Simeone, Umberto Spagnolini
2002 — conf
Reduced-rank channel estimation and tracking in time-slotted CDMA systems.
ICC
Monica Nicoli, Mikael Sternad, Umberto Spagnolini, Anders Ahlén
2001 — conf
Reduced rank channel estimation and rank order selection for CDMA systems.
ICC
Monica Nicoli, Umberto Spagnolini
2001 — conf
Reducing the complexity of the space-time channel estimate at minimum risk.
VTC Fall
Monica Nicoli, Umberto Spagnolini
2001 — conf
Space-time multiuser detectors for TDD-UTRA: design and optimization.
VTC Fall
M. Beretta, Armando Colamonico, Monica Nicoli, Vittorio Rampa, Umberto Spagnolini
2000 Misc conf
Multitarget detection/tracking based on hidden Markov models.
ICASSP
Monica Nicoli, Vittorio Rampa, Umberto Spagnolini
2000 B conf
Multiuser space-time channel estimation for CDMA under reduced-rank constraint.
GLOBECOM
Monica Nicoli, Umberto Spagnolini