Multiuser space-time channel estimation for CDMA under reduced-rank constraint. - Monica Nicoli; Umberto Spagnolini (GLOBECOM, 2000)

Multitarget detection/tracking based on hidden Markov models. - Monica Nicoli; Vittorio Rampa; Umberto Spagnolini (ICASSP, 2000)

Reduced rank channel estimation and rank order selection for CDMA systems. - Monica Nicoli; Umberto Spagnolini (ICC, 2001)

Space-time multiuser detectors for TDD-UTRA: design and optimization. - M. Beretta; Armando Colamonico; Monica Nicoli; Vittorio Rampa; Umberto Spagnolini (VTC Fall, 2001)

Reducing the complexity of the space-time channel estimate at minimum risk. - Monica Nicoli; Umberto Spagnolini (VTC Fall, 2001)

A multi-slot method to estimate fast-varying channels in TD-CDMA systems. - Monica Nicoli; Osvaldo Simeone; Umberto Spagnolini (EUSIPCO, 2002)

Reduced-rank channel estimation and tracking in time-slotted CDMA systems. - Monica Nicoli; Mikael Sternad; Umberto Spagnolini; Anders Ahlén (ICC, 2002)

Multislot estimation of fast-varying space-time channels in TD-CDMA systems. - Monica Nicoli; Osvaldo Simeone; Umberto Spagnolini (IEEE Commun. Lett., 2002)

Hidden Markov model for multidimensional wavefront tracking. - Monica Nicoli; Vittorio Rampa; Umberto Spagnolini (IEEE Trans. Geosci. Remote. Sens., 2002)

Subspace tracking for uplink/downlink array processing in CDMA systems. - Osvaldo Simeone; Monica Nicoli; Umberto Spagnolini (GLOBECOM, 2003)

Multislot estimation of frequency-selective fast-varying channels. - Monica Nicoli; Osvaldo Simeone; Umberto Spagnolini (IEEE Trans. Commun., 2003)

Multislot estimation of fast-varying space-time communication channels. - Monica Nicoli; Osvaldo Simeone; Umberto Spagnolini (IEEE Trans. Signal Process., 2003)

HMM-based tracking of moving terminals in dense multipath indoor environments. - Monica Nicoli; Carlo Morelli; Vittorio Rampa; Umberto Spagnolini (EUSIPCO, 2005)

A subspace method for channel estimation in soft-iterative receivers. - Monica Nicoli; Umberto Spagnolini (EUSIPCO, 2005)

Kalman filter of channel modes in time-varying wireless systems. - Roberto Bosisio; Monica Nicoli; Umberto Spagnolini (ICASSP (3), 2005)

Hidden Markov models for radio localization of moving terminals in LOS/NLOS conditions. - Carlo Morelli; Monica Nicoli; Vittorio Rampa; Umberto Spagnolini (ICASSP (4), 2005)

Reduced-rank channel estimation for time-slotted mobile communication systems. - Monica Nicoli; Umberto Spagnolini (IEEE Trans. Signal Process., 2005)

Particle Filters for Rss-Based Localization in Wireless Sensor Networks: An Experimental Study. - Carlo Morelli; Monica Nicoli; Vittorio Rampa; Umberto Spagnolini; Cesare Alippi (ICASSP (4), 2006)

Spatial multiplexing for outdoor MIMO-OFDM systems with limited feedback costraint. - Stefano Savazzi; Monica Nicoli; Mikael Sternad (ICC, 2006)

Adaptive Array Processing for Time-Varying Interference Mitigation in IEEE 802.16 Systems. - Monica Nicoli; Massimiliano Sala; Osvaldo Simeone; Luigi Sampietro; Claudio Santacesaria (PIMRC, 2006)

Performance Analysis of Multiantenna Wimax Systems over Frequency-Selective Fading Channels. - Daniele Molteni; Monica Nicoli; Roberto Bosisio; Luigi Sampietro (PIMRC, 2007)

Bayesian Algorithms for Indoor Radio Localization. - Monica Nicoli; Vittorio Rampa (ERCIM News, 2007)

Soft Iterative Channel Estimation With Subspace and Rank Tracking. - Simone Ferrara; Tadashi Matsumoto 001; Monica Nicoli; Umberto Spagnolini (IEEE Signal Process. Lett., 2007)

Hidden Markov Models for Radio Localization in Mixed LOS/NLOS Conditions. - Carlo Morelli; Monica Nicoli; Vittorio Rampa; Umberto Spagnolini (IEEE Trans. Signal Process., 2007)

Soft-Iterative Channel Estimation: Methods and Performance Analysis. - Monica Nicoli; Simone Ferrara; Umberto Spagnolini (IEEE Trans. Signal Process., 2007)

Analytic framework for performance evaluation of multi-antenna WIMAX systems over fading channel. - Daniele Molteni; Roberto Bosisio; Monica Nicoli (ICASSP, 2008)

A Jump Markov Particle Filter for Localization of Moving Terminals in Multipath Indoor Scenarios. - Monica Nicoli; Carlo Morelli; Vittorio Rampa (IEEE Trans. Signal Process., 2008)

A Comparative Analysis of Spatial Multiplexing Techniques for Outdoor MIMO-OFDM Systems with a Limited Feedback Constraint. - Stefano Savazzi; Monica Nicoli; Mikael Sternad (IEEE Trans. Veh. Technol., 2009)

Impact of Fading Statistics on Partner Selection in Indoor-to-Outdoor Cooperative Networks. - Paolo Castiglione; Stefano Savazzi; Monica Nicoli; Thomas Zemen (ICC, 2010)

Bayesian Localization in Sensor Networks: Distributed Algorithm and Fundamental Limits. - Diana Fontanella; Monica Nicoli; Luc Vandendorpe (ICC, 2010)

Resource Allocation Algorithm for GSM-OSC Cellular Systems. - Daniele Molteni; Monica Nicoli; Mikko Säily (ICC, 2011)

Localization in mobile wireless and sensor networks. - Monica Nicoli; Sinan Gezici; Zafer Sahinoglu; Henk Wymeersch (EURASIP J. Wirel. Commun. Netw., 2011)

Performance of MIMO-OFDMA Systems in Correlated Fading Channels and Non-Stationary Interference. - Daniele Molteni; Monica Nicoli; Umberto Spagnolini (IEEE Trans. Wirel. Commun., 2011)

Radio imaging by cooperative wireless network: Localization algorithms and experiments. - Stefano Savazzi; Monica Nicoli; Michele Riva (WCNC, 2012)

Wireless networks for smart surveillance: Technologies, protocol design and experiments. - Milo Spadacini; Stefano Savazzi; Monica Nicoli; S. Nicoli (WCNC Workshops, 2012)

Estimation of highway traffic from sparse sensors: Stochastic modeling and particle filtering. - Alessandra Pascale; Gabriel Gomes; Monica Nicoli (ICASSP, 2013)

Ultra-wide band sensor networks in oil and gas explorations. - Stefano Savazzi; Umberto Spagnolini; Leonardo Goratti; Daniele Molteni; Matti Latva-aho; Monica Nicoli (IEEE Commun. Mag., 2013)

Partner Selection in Indoor-to-Outdoor Cooperative Networks: An Experimental Study. - Paolo Castiglione; Stefano Savazzi; Monica Nicoli; Thomas Zemen (IEEE J. Sel. Areas Commun., 2013)

Joint OSC Receiver for Evolved GSM/EDGE Systems. - Daniele Molteni; Monica Nicoli (IEEE Trans. Wirel. Commun., 2013)

A collaborative approach to heading estimation for smartphone-based PDR indoor localisation. - Marzieh Jalal Abadi; Luca Luceri; Mahbub Hassan; Chun Tung Chou; Monica Nicoli (IPIN, 2014)

Weighted consensus algorithms for distributed localization in cooperative wireless networks. - Gloria Soatti; Monica Nicoli; Andrea Matera; Silvia Schiaroli; Umberto Spagnolini (ISWCS, 2014)

Distributed estimation of macroscopic channel parameters in dense cooperative wireless networks. - Monica Nicoli; Gloria Soatti; Stefano Savazzi (WCNC, 2014)

Wireless home automation networks for indoor surveillance: technologies and experiments. - Milo Spadacini; Stefano Savazzi; Monica Nicoli (EURASIP J. Wirel. Commun. Netw., 2014)

A Bayesian Approach to Device-Free Localization: Modeling and Experimental Assessment. - Stefano Savazzi; Monica Nicoli; Francesca Carminati; Michele Riva (IEEE J. Sel. Top. Signal Process., 2014)

Cooperative Bayesian Estimation of Vehicular Traffic in Large-Scale Networks. - Alessandra Pascale; Monica Nicoli; Umberto Spagnolini (IEEE Trans. Intell. Transp. Syst., 2014)

Distributed Sensing of Interference Pattern in Dense Cooperative Wireless Networks. - Gloria Soatti; Monica Nicoli; Stefano Savazzi; Umberto Spagnolini (ICC Workshops, 2015)

Wireless Coexistence and Spectrum Sensing in Industrial Internet of Things: An Experimental Study. - Jean Michel Winter; Ivan Müller; Gloria Soatti; Stefano Savazzi; Monica Nicoli; Leandro Buss Becker; João Cesar Netto; Carlos Eduardo Pereira (Int. J. Distributed Sens. Networks, 2015)

Physical Modeling and Performance Bounds for Device-free Localization Systems. - Vittorio Rampa; Stefano Savazzi; Monica Nicoli; Michele d'Amico (IEEE Signal Process. Lett., 2015)

Device-free localization of multiple targets. - Monica Nicoli; Vittorio Rampa; Stefano Savazzi; Silvia Schiaroli (EUSIPCO, 2016)

Device-to-device resource scheduling by distributed interference coordination. - Maria Antonieta Alvarez; Gloria Soatti; Monica Nicoli; Umberto Spagnolini (ICC Workshops, 2016)

Pre-deployment performance assessment of device-free radio localization systems. - Sanaz Kianoush; Vittorio Rampa; Stefano Savazzi; Monica Nicoli (ICC Workshops, 2016)

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. - Stefano Savazzi; Stephan Sigg; Monica Nicoli; Vittorio Rampa; Sanaz Kianoush; Umberto Spagnolini (IEEE Signal Process. Mag., 2016)

Enhanced vehicle positioning in cooperative ITS by joint sensing of passive features. - Gloria Soatti; Monica Nicoli; Nil Garcia; Benoît Denis; Ronald Raulefs; Henk Wymeersch (ITSC, 2017)

A Wireless Cloud Network Platform for Industrial Process Automation: Critical Data Publishing and Distributed Sensing. - Leonardo Ascorti; Stefano Savazzi; Gloria Soatti; Monica Nicoli; Emiliano Sisinni; Stefano Galimberti (IEEE Trans. Instrum. Meas., 2017)

Consensus-Based Algorithms for Distributed Network-State Estimation and Localization. - Gloria Soatti; Monica Nicoli; Stefano Savazzi; Umberto Spagnolini (IEEE Trans. Signal Inf. Process. over Networks, 2017)

Low-Rank Channel and Interference Estimation in mm-Wave Massive Antenna Arrays. - Gloria Soatti; Ahmed Murtada; Monica Nicoli; Jonathan Gambini; Umberto Spagnolini (EUSIPCO, 2018)

Precise Vehicle Positioning by Cooperative Feature Association and Tracking in Vehicular Networks. - Mattia Brambilla; Gloria Soatti; Monica Nicoli (SSP, 2018)

A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform. - Stefano Savazzi; Stephan Sigg; Monica Nicoli; Sanaz Kianoush; Franck Le Gall; Hamza Baqa; David Remon (WF-IoT, 2018)

Device-free Crowd Sensing in Dense WiFi MIMO Networks: Channel Features and Machine Learning Tools. - Sanaz Kianoush; Stefano Savazzi; Monica Nicoli (WPNC, 2018)

Implicit Cooperative Positioning in Vehicular Networks. - Gloria Soatti; Monica Nicoli; Nil Garcia; Benoît Denis; Ronald Raulefs; Henk Wymeersch (IEEE Trans. Intell. Transp. Syst., 2018)

RF-Assisted Free-Space Optics for 5G Vehicle-to-Vehicle Communications. - Mattia Brambilla; Andrea Matera; Dario Tagliaferri; Monica Nicoli; Umberto Spagnolini (ICC Workshops, 2019)

Inertial Sensor Aided mmWave Beam Tracking to Support Cooperative Autonomous Driving. - Mattia Brambilla; Monica Nicoli; Sergio M. Savaresi; Umberto Spagnolini (ICC Workshops, 2019)

Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing. - Gloria Soatti; Stefano Savazzi; Monica Nicoli; Maria Antonieta Alvarez; Sanaz Kianoush; Vittorio Rampa; Umberto Spagnolini (Ad Hoc Networks, 2019)

A Cooperative Machine Learning Approach for Pedestrian Navigation in Indoor IoT. - Marzieh Jalal Abadi; Luca Luceri; Mahbub Hassan; Chun Tung Chou; Monica Nicoli (Sensors, 2019)

People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms. - Sanaz Kianoush; Stefano Savazzi; Vittorio Rampa; Monica Nicoli (Sensors, 2019)

Joint Multitarget Tracking and Dynamic Network Localization in the Underwater Domain. - Rico Mendrzik; Mattia Brambilla; Clemens Allmann; Monica Nicoli; Wolfgang Koch 001; Gerhard Bauch 001; Kevin D. LePage; Paolo Braca (ICASSP, 2020)

Federated Learning with Mutually Cooperating Devices: A Consensus Approach Towards Server-Less Model Optimization. - Stefano Savazzi; Monica Nicoli; Vittorio Rampa; Sanaz Kianoush (ICASSP, 2020)

Location-assisted Subspace-based Beam Alignment in LOS/NLOS mm-wave V2X Communications. - Mattia Brambilla; Daniele Pardo; Monica Nicoli (ICC, 2020)

Low-latency Low-complexity Subspace Methods for mmWave MIMO-OFDM Channel Estimation. - Mattia Cerutti; Monica Nicoli; Umberto Spagnolini (ICC, 2020)

Machine Learning Based Localization of LoRaWAN Devices via Inter-Technology Knowledge Transfer. - Andrea Pimpinella; Alessandro E. C. Redondi; Monica Nicoli; Matteo Cesana (ICC Workshops, 2020)

UWB Real-Time Location Systems for Smart Factory: Augmentation Methods and Experiments. - Luca Barbieri; Mattia Brambilla; Razvan Pitic; Andrea Trabattoni; Stefano Mervic; Monica Nicoli (PIMRC, 2020)

Sensor and Map-Aided Cooperative Beam Tracking for Optical V2V Communications. - Mattia Brambilla; Dario Tagliaferri; Monica Nicoli; Umberto Spagnolini (VTC Spring, 2020)

Federated Learning With Cooperating Devices: A Consensus Approach for Massive IoT Networks. - Stefano Savazzi; Monica Nicoli; Vittorio Rampa (IEEE Internet Things J., 2020)

Estimation of Wideband Dynamic mmWave and THz Channels for 5G Systems and Beyond. - Alessandro Brighente; Mattia Cerutti; Monica Nicoli; Stefano Tomasin; Umberto Spagnolini (IEEE J. Sel. Areas Commun., 2020)

Sensor-Aided V2X Beam Tracking for Connected Automated Driving: Distributed Architecture and Processing Algorithms. - Mattia Brambilla; Lorenzo Combi; Andrea Matera; Dario Tagliaferri; Monica Nicoli; Umberto Spagnolini (Sensors, 2020)

Augmenting Vehicle Localization by Cooperative Sensing of the Driving Environment: Insight on Data Association in Urban Traffic Scenarios. - Mattia Brambilla; Monica Nicoli; Gloria Soatti; Francesco Deflorio (IEEE Trans. Intell. Transp. Syst., 2020)

Decentralized Federated Learning for Road User Classification in Enhanced V2X Networks. - Luca Barbieri; Stefano Savazzi; Monica Nicoli (ICC Workshops, 2021)

Navigation-Aided Automotive SAR Imaging in Urban Environments. - Marco Rizzi; Dario Tagliaferri; Stefano Tebaldini; Monica Nicoli; Ivan Russo; Christian Mazzucco; Andrea Monti Guarnieri; Claudio Maria Prati; Umberto Spagnolini (IGARSS, 2021)

Cooperative Synthetic Aperture Radar in an Urban Connected Car Scenario. - Dario Tagliaferri; Marco Rizzi; Stefano Tebaldini; Monica Nicoli; Ivan Russo; Christian Mazzucco; Andrea Virgilio Monti Guarnieri; Claudio Maria Prati; Umberto Spagnolini (JC&S, 2021)

Sensors Localization and Target Tracking in Underwater Environment via Belief Propagation. - Mattia Brambilla; Giovanni Soldi; Domenico Gaglione; Leonardo Maria Millefiori; Monica Nicoli; Paolo Braca; Peter Willett 001; Moe Z. Win (MILCOM, 2021)

Sensor-Aided Beamwidth and Power Control for Next Generation Vehicular Communications. - Dario Tagliaferri; Mattia Brambilla; Monica Nicoli; Umberto Spagnolini (IEEE Access, 2021)

Navigation-Aided Automotive SAR for High-Resolution Imaging of Driving Environments. - Dario Tagliaferri; Marco Rizzi; Monica Nicoli; Stefano Tebaldini; Ivan Russo; Andrea Monti Guarnieri; Claudio Maria Prati; Umberto Spagnolini (IEEE Access, 2021)

Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems. - Stefano Savazzi; Monica Nicoli; Mehdi Bennis; Sanaz Kianoush; Luca Barbieri (IEEE Commun. Mag., 2021)

6G V2X Technologies and Orchestrated Sensing for Autonomous Driving. - Marouan Mizmizi; Mattia Brambilla; Dario Tagliaferri; Christian Mazzucco; Mérouane Debbah; Tomasz Mach; Rino Simeone; Silvio Mandelli; Valerio Frascolla; Renato Lombardi; Maurizio Magarini; Monica Nicoli; et al. (CoRR, 2021)

EM Model-Based Device-Free Localization of Multiple Bodies. - Vittorio Rampa; Monica Nicoli; Chiara Manno; Stefano Savazzi (Sensors, 2021)

UWB Localization in a Smart Factory: Augmentation Methods and Experimental Assessment. - Luca Barbieri; Mattia Brambilla; Andrea Trabattoni; Stefano Mervic; Monica Nicoli (IEEE Trans. Instrum. Meas., 2021)

Erratum to "UWB Localization in a Smart Factory: Augmentation Methods and Experimental Assessment". - Luca Barbieri; Mattia Brambilla; Andrea Trabattoni; Stefano Mervic; Monica Nicoli (IEEE Trans. Instrum. Meas., 2021)

Addressing data association by message passing over graph neural networks. - Bernardo Camajori Tedeschini; Mattia Brambilla; Luca Barbieri; Monica Nicoli (FUSION, 2022)

Communication-efficient Distributed Learning in V2X Networks: Parameter Selection and Quantization. - Luca Barbieri; Stefano Savazzi; Monica Nicoli (GLOBECOM, 2022)

A Calibration Method for Antenna Delay Estimation and Anchor Self-Localization in UWB Systems. - Marco Piavanini; Luca Barbieri; Mattia Brambilla; Mattia Cerutti; Simone Ercoli; Andrea Agili; Monica Nicoli (MetroInd4.0& IoT, 2022)

Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation. - Bernardo Camajori Tedeschini; Stefano Savazzi; Roman Stoklasa; Luca Barbieri; Ioannis Stathopoulos; Monica Nicoli; Luigi Serio (IEEE Access, 2022)

Sensing the Urban Environment by Automotive SAR Imaging: Potentials and Challenges. - Stefano Tebaldini; Marco Manzoni; Dario Tagliaferri; Marco Rizzi; Andrea Virgilio Monti Guarnieri; Claudio Maria Prati; Umberto Spagnolini; Monica Nicoli; Ivan Russo; Christian Mazzucco (Remote. Sens., 2022)

A Self-Calibrating Localization Solution for Sport Applications with UWB Technology. - Marco Piavanini; Luca Barbieri; Mattia Brambilla; Mattia Cerutti; Simone Ercoli; Andrea Agili; Monica Nicoli (Sensors, 2022)

Decentralized federated learning for extended sensing in 6G connected vehicles. - Luca Barbieri; Stefano Savazzi; Mattia Brambilla; Monica Nicoli (Veh. Commun., 2022)

Fastening the initial access in 5G NR sidelink for 6G V2X networks. - Marouan Mizmizi; Francesco Linsalata; Mattia Brambilla; Filippo Morandi; Kai Dong 005; Maurizio Magarini; Monica Nicoli; Majid Nasiri Khormuji; Peng Wang 008; Renaud-Alexandre Pitaval; Umberto Spagnolini (Veh. Commun., 2022)

On the Impact of Road Roughness and Antenna Position on Vehicular Communications. - Giovanni Ciaramitaro; Mattia Brambilla; Dario Tagliaferri; Elena Bozzi; Monica Nicoli; Alberto Perotti; Umberto Spagnolini (IEEE Wirel. Commun. Lett., 2022)

A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification. - Luca Barbieri; Stefano Savazzi; Sanaz Kianoush; Monica Nicoli; Luigi Serio (CAMAD, 2023)

Channel-Driven Decentralized Bayesian Federated Learning for Trustworthy Decision Making in D2D Networks. - Luca Barbieri; Osvaldo Simeone; Monica Nicoli (ICASSP, 2023)

Implicit Vehicle Positioning with Cooperative Lidar Sensing. - Luca Barbieri; Bernardo Camajori Tedeschini; Mattia Brambilla; Monica Nicoli (ICASSP, 2023)

Deep Neural Networks for Cooperative Lidar Localization in Vehicular Networks. - Luca Barbieri; Mattia Brambilla; Monica Nicoli (ICC, 2023)

Annealed Stein Particle Filter for Mobile Positioning in Indoor Environments. - Marco Piavanini; Luca Barbieri; Mattia Brambilla; Monica Nicoli (ICC, 2023)

Experimental Validation of Vehicle Positioning with Ultra-Wide Band Roadside Infrastructure. - Marco Piavanini; Lorenzo Italiano; Mattia Brambilla; Simone Specchia; Stefano Carnier; Sergio Matteo Savaresi; Giovanni Miragliotta; Diego Franceschini; Benedetto Carambia; Monica Nicoli (MetroInd4.0&IoT, 2023)

A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep Learning. - Luca Barbieri; Stefano Savazzi; Monica Nicoli (IEEE Access, 2023)

Cooperative Lidar Sensing for Pedestrian Detection: Data Association Based on Message Passing Neural Networks. - Bernardo Camajori Tedeschini; Mattia Brambilla; Luca Barbieri; Gabriele Balducci; Monica Nicoli (IEEE Trans. Signal Process., 2023)

Motion Estimation and Compensation in Automotive MIMO SAR. - 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 (IEEE Trans. Intell. Transp. Syst., 2023)

On the Latent Space of mmWave MIMO Channels for NLOS Identification in 5G-Advanced Systems. - Bernardo Camajori Tedeschini; Monica Nicoli; Moe Z. Win (IEEE J. Sel. Areas Commun., 2023)

A Traffic Model Based Approach to Parameter Server Design in Federated Learning Processes. - Bernardo Camajori Tedeschini; Stefano Savazzi; Monica Nicoli (IEEE Commun. Lett., 2023)

Cooperative Deep-Learning Positioning in mmWave 5G-Advanced Networks. - Bernardo Camajori Tedeschini; Monica Nicoli (IEEE J. Sel. Areas Commun., 2023)

Message Passing Neural Network Versus Message Passing Algorithm for Cooperative Positioning. - Bernardo Camajori Tedeschini; Mattia Brambilla; Monica Nicoli (IEEE Trans. Cogn. Commun. Netw., 2023)

LiDAR-Aided Cooperative Localization and Environmental Perception for CAVs. - Akif Adas; Luca Barbieri; Satyesh Awasthi; Pietro Morri; Simone Mentasti; Stefano Arrigoni; Edoardo Sabbioni; Monica Nicoli (FUSION, 2024)

Aircraft Localization by Interacting Multiple Model Filtering in Wide Area Multilateration. - Ludovico Mazzi; Mattia Brambilla; Michele Guardiani; Maximilian James Arpaio; Monica Nicoli (FUSION, 2024)

Cooperative Positioning with Multi-Agent Reinforcement Learning. - Bernardo Camajori Tedeschini; Mattia Brambilla; Monica Nicoli; Moe Z. Win (FUSION, 2024)

A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. - 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; et al. (HealthCom, 2024)

A Compressed Decentralized Federated Learning Frame Work for Enhanced Environmental Awareness in V2V Networks. - Luca Barbieri; Mattia Brambilla; Monica Nicoli (ICASSP Workshops, 2024)

Deep Unfolded Annealed Stein Particle Filter for Vehicle Tracking. - Marco Piavanini; Luca Barbieri; Mattia Brambilla; Monica Nicoli (ICASSP, 2024)

Empowering 6G Positioning and Tracking with Bayesian Neural Networks. - Bernardo Camajori Tedeschini; Girim Kwon; Monica Nicoli; Moe Z. Win (ICC, 2024)

ADRTrack: Real-Time Hazardous Material Truck Management via V2X Cooperative Messages. - Lorenzo Italiano; Mattia Brambilla; Marco Ponti; Fabio Borghetti; Giovanni Megna; Diego Franceschini; Valerio Liga; Benedetto Carambia; Luca Studer; Monica Nicoli (ICVES, 2024)

Pedestrian Positioning in Urban Environments with 5G Technology. - Lorenzo Italiano; Bernardo Camajori Tedeschini; Mattia Brambilla; Monica Nicoli (MedComNet, 2024)

An Experimental Assessment of 5G Uplink Ranging. - Pietro Morri; Viola Bernazzoli; Mattia Brambilla; Eugenio Moro; Ilario Filippini; Monica Nicoli (MetroInd4.0 & IoT, 2024)

Evaluating the V2X Latency for Vehicle Positioning: A Comparison Between 5G-V2X and ITS-G5. - Raffaele Viterbo; Mattia Brambilla; Mattia Cerutti; Simone Specchia; Diego Franceschini; Benedetto Carambia; Sergio M. Savaresi; Monica Nicoli (RTSI, 2024)

Autonomous Vehicle Positioning with LiDAR-Only Sensing: An Application on the RACECAR Dataset. - Francesco Pigato; Luca Barbieri; Mattia Brambilla; Monica Nicoli (SiPS, 2024)

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. - 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 (WiMob, 2024)

Split Consensus Federated Learning: An Approach for Distributed Training and Inference. - Bernardo Camajori Tedeschini; Mattia Brambilla; Monica Nicoli (IEEE Access, 2024)

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. - Antonio Boiano; Marco Di Gennaro; Luca Barbieri; Michele Carminati; Monica Nicoli; Alessandro Redondi; Stefano Savazzi; Albert Sund Aillet; Diogo Reis Santos; Luigi Serio (CoRR, 2024)

On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks. - Usevalad Milasheuski; Luca Barbieri; Bernardo Camajori Tedeschini; Monica Nicoli; Stefano Savazzi (CoRR, 2024)

Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT. - Luca Barbieri; Stefano Savazzi; Monica Nicoli (CoRR, 2024)

Integration of 5G and GNSS Technologies for Enhanced Positioning: An Experimental Study. - Mattia Brambilla; Marianna Alghisi; Bernardo Camajori Tedeschini; Alessandro Fumagalli; Florin-Catalin Grec; Lorenzo Italiano; Chiara Pileggi; Ludovico Biagi; Stefano Bianchi; Andrea Gatti 001; Alessandro Goia; Monica Nicoli; et al. (IEEE Open J. Commun. Soc., 2024)

Deep Learning-Based Cooperative LiDAR Sensing for Improved Vehicle Positioning. - Luca Barbieri; Bernardo Camajori Tedeschini; Mattia Brambilla; Monica Nicoli (IEEE Trans. Signal Process., 2024)

Deep-Learning-Based Radio Map Reconstruction for V2X Communications. - Sandra Roger 002; Mattia Brambilla; Bernardo Camajori Tedeschini; Carmen Botella-Mascarell; Maximo Cobos; Monica Nicoli (IEEE Trans. Veh. Technol., 2024)

Real-Time Bayesian Neural Networks for 6G Cooperative Positioning and Tracking. - Bernardo Camajori Tedeschini; Girim Kwon; Monica Nicoli; Moe Z. Win (IEEE J. Sel. Areas Commun., 2024)

Non-linear Variational Bayes Multiple Model for Positioning in Highway Tunnel. - Marco Piavanini; Simone Specchia; Mattia Brambilla; Sergio Matteo Savaresi; Monica Nicoli (ICASSP Workshops, 2025)

Bayesian Federated Learning for Continual Training. - Usevalad Milasheuski; Luca Barbieri; Sanaz Kianoush; Monica Nicoli; Stefano Savazzi (SSP, 2025)

Leveraging Smart Tunnel Systems: V2X-Driven Positioning for CAVs in GNSS-Denied Scenarios. - 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; et al. (WCNC, 2025)

On the Impact of Model Compression for Bayesian Federated Learning: An Analysis on Healthcare Data. - Luca Barbieri; Stefano Savazzi; Monica Nicoli (IEEE Signal Process. Lett., 2025)

An Experimental Analysis on the Readiness of Currently Deployed 5G Networks for Positioning. - Luca Barbieri; Mattia Brambilla; Alessandro Goia; Monica Nicoli; Antonio Capone (IEEE Trans. Instrum. Meas., 2025)

Weighted Average Consensus Algorithms in Distributed and Federated Learning. - Bernardo Camajori Tedeschini; Stefano Savazzi; Monica Nicoli (IEEE Trans. Netw. Sci. Eng., 2025)

Joint Travel Route Optimization Framework for Platooning. - Akif Adas; Stefano Arrigoni; Mattia Brambilla; Monica Nicoli; Edoardo Sabbioni (CoRR, 2025)

A Tutorial on 5G Positioning. - Lorenzo Italiano; Bernardo Camajori Tedeschini; Mattia Brambilla; Huiping Huang; Monica Nicoli; Henk Wymeersch (IEEE Commun. Surv. Tutorials, 2025)

A Close Look at the Communication Efficiency and the Energy Footprints of Robust Federated Learning in Industrial IoT. - Luca Barbieri; Sanaz Kianoush; Monica Nicoli; Luigi Serio; Stefano Savazzi (IEEE Internet Things J., 2025)