Monica Nicoli

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 76

Top Venues

Publications

Pietro Morri, Viola Bernazzoli, Mattia Brambilla, Eugenio Moro, Ilario Filippini, Monica Nicoli
An Experimental Assessment of 5G Uplink Ranging. MetroInd4.0 & IoT (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)
Lorenzo Italiano, Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
Pedestrian Positioning in Urban Environments with 5G Technology. MedComNet (2024)
Sandra Roger, Mattia Brambilla, Bernardo Camajori Tedeschini, Carmen Botella-Mascarell, Maximo Cobos, Monica Nicoli
Deep-Learning-Based Radio Map Reconstruction for V2X Communications. IEEE Trans. Veh. Technol. 73 (3) (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)
Bernardo Camajori Tedeschini, Monica Nicoli
Cooperative Deep-Learning Positioning in mmWave 5G-Advanced Networks. IEEE J. Sel. Areas Commun. 41 (12) (2023)
Bernardo Camajori Tedeschini, Mattia Brambilla, Monica Nicoli
Message Passing Neural Network Versus Message Passing Algorithm for Cooperative Positioning. IEEE Trans. Cogn. Commun. Netw. 9 (6) (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, Monica Nicoli, Moe Z. Win
On the Latent Space of mmWave MIMO Channels for NLOS Identification in 5G-Advanced Systems. IEEE J. Sel. Areas Commun. 41 (6) (2023)
Marco Piavanini, Lorenzo Italiano, Mattia Brambilla, Simone Specchia, Stefano Carnier, Sergio Matteo Savaresi, Giovanni Miragliotta, Diego Franceschini, Benedetto Carambia, Monica Nicoli
Experimental Validation of Vehicle Positioning with Ultra-Wide Band Roadside Infrastructure. MetroInd4.0&IoT (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)
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
Motion Estimation and Compensation in Automotive MIMO SAR. IEEE Trans. Intell. Transp. Syst. 24 (2) (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)
Bernardo Camajori Tedeschini, Stefano Savazzi, Monica Nicoli
A Traffic Model Based Approach to Parameter Server Design in Federated Learning Processes. IEEE Commun. Lett. 27 (7) (2023)
Stefano Tebaldini, Marco Manzoni, Dario Tagliaferri, Marco Rizzi, Andrea Virgilio Monti Guarnieri, Claudio Maria Prati, Umberto Spagnolini, Monica Nicoli, Ivan Russo, Christian Mazzucco
Sensing the Urban Environment by Automotive SAR Imaging: Potentials and Challenges. Remote. Sens. 14 (15) (2022)
Giovanni Ciaramitaro, Mattia Brambilla, Dario Tagliaferri, Elena Bozzi, Monica Nicoli, Alberto Perotti, Umberto Spagnolini
On the Impact of Road Roughness and Antenna Position on Vehicular Communications. IEEE Wirel. Commun. Lett. 11 (9) (2022)
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)
Marouan Mizmizi, Francesco Linsalata, Mattia Brambilla, Filippo Morandi, Kai Dong, Maurizio Magarini, Monica Nicoli, Majid Nasiri Khormuji, Peng Wang, Renaud-Alexandre Pitaval, Umberto Spagnolini
Fastening the initial access in 5G NR sidelink for 6G V2X networks. Veh. Commun. 33 (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)
Marouan Mizmizi, Francesco Linsalata, Mattia Brambilla, Filippo Morandi, Kai Dong, Maurizio Magarini, Monica Nicoli, Majid Nasiri Khormuji, Peng Wang, Renaud-Alexandre Pitaval, Umberto Spagnolini
Fastening the Initial Access in 5G NR Sidelink for 6G V2X Networks. CoRR (2021)
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)
Marco Rizzi, Dario Tagliaferri, Stefano Tebaldini, Monica Nicoli, Ivan Russo, Christian Mazzucco, Andrea Monti Guarnieri, Claudio Maria Prati, Umberto Spagnolini
Navigation-Aided Automotive SAR Imaging in Urban Environments. IGARSS (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)
Dario Tagliaferri, Mattia Brambilla, Monica Nicoli, Umberto Spagnolini
Sensor-Aided Beamwidth and Power Control for Next Generation Vehicular Communications. IEEE Access 9 (2021)
Mattia Brambilla, Giovanni Soldi, Domenico Gaglione, Leonardo Maria Millefiori, Monica Nicoli, Paolo Braca, Peter Willett, Moe Z. Win
Sensors Localization and Target Tracking in Underwater Environment via Belief Propagation. MILCOM (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)
Vittorio Rampa, Monica Nicoli, Chiara Manno, Stefano Savazzi
EM Model-Based Device-Free Localization of Multiple Bodies. Sensors 21 (5) (2021)
Dario Tagliaferri, Marco Rizzi, Stefano Tebaldini, Monica Nicoli, Ivan Russo, Christian Mazzucco, Andrea Virgilio Monti Guarnieri, Claudio Maria Prati, Umberto Spagnolini
Cooperative Synthetic Aperture Radar in an Urban Connected Car Scenario. JC&S (2021)
Dario Tagliaferri, Marco Rizzi, Monica Nicoli, Stefano Tebaldini, Ivan Russo, Andrea Monti Guarnieri, Claudio Maria Prati, Umberto Spagnolini
Navigation-Aided Automotive SAR for High-Resolution Imaging of Driving Environments. IEEE Access 9 (2021)
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
6G V2X Technologies and Orchestrated Sensing for Autonomous Driving. CoRR (2021)
Mattia Brambilla, Daniele Pardo, Monica Nicoli
Location-assisted Subspace-based Beam Alignment in LOS/NLOS mm-wave V2X Communications. ICC (2020)
Mattia Cerutti, Monica Nicoli, Umberto Spagnolini
Low-latency Low-complexity Subspace Methods for mmWave MIMO-OFDM Channel Estimation. ICC (2020)
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)
Rico Mendrzik, Mattia Brambilla, Clemens Allmann, Monica Nicoli, Wolfgang Koch, Gerhard Bauch, Kevin D. LePage, Paolo Braca
Joint Multitarget Tracking and Dynamic Network Localization in the Underwater Domain. ICASSP (2020)
Stefano Savazzi, Monica Nicoli, Vittorio Rampa
Federated Learning With Cooperating Devices: A Consensus Approach for Massive IoT Networks. IEEE Internet Things J. 7 (5) (2020)
Mattia Brambilla, Monica Nicoli, Gloria Soatti, Francesco Deflorio
Augmenting Vehicle Localization by Cooperative Sensing of the Driving Environment: Insight on Data Association in Urban Traffic Scenarios. IEEE Trans. Intell. Transp. Syst. 21 (4) (2020)
Andrea Pimpinella, Alessandro E. C. Redondi, Monica Nicoli, Matteo Cesana
Machine Learning Based Localization of LoRaWAN Devices via Inter-Technology Knowledge Transfer. ICC Workshops (2020)
Stefano Savazzi, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush
Federated Learning with Mutually Cooperating Devices: A Consensus Approach Towards Server-Less Model Optimization. ICASSP (2020)
Mattia Brambilla, Lorenzo Combi, Andrea Matera, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
Sensor-Aided V2X Beam Tracking for Connected Automated Driving: Distributed Architecture and Processing Algorithms. Sensors 20 (12) (2020)
Mattia Brambilla, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
Sensor and Map-Aided Cooperative Beam Tracking for Optical V2V Communications. VTC Spring (2020)
Alessandro Brighente, Mattia Cerutti, Monica Nicoli, Stefano Tomasin, Umberto Spagnolini
Estimation of Wideband Dynamic mmWave and THz Channels for 5G Systems and Beyond. IEEE J. Sel. Areas Commun. 38 (9) (2020)
Sanaz Kianoush, Stefano Savazzi, Vittorio Rampa, Monica Nicoli
People Counting by Dense WiFi MIMO Networks: Channel Features and Machine Learning Algorithms. Sensors 19 (16) (2019)
Mattia Brambilla, Monica Nicoli, Sergio M. Savaresi, Umberto Spagnolini
Inertial Sensor Aided mmWave Beam Tracking to Support Cooperative Autonomous Driving. ICC Workshops (2019)
Mattia Brambilla, Andrea Matera, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
RF-Assisted Free-Space Optics for 5G Vehicle-to-Vehicle Communications. ICC Workshops (2019)
Gloria Soatti, Stefano Savazzi, Monica Nicoli, Maria Antonieta Alvarez, Sanaz Kianoush, Vittorio Rampa, Umberto Spagnolini
Distributed signal processing for dense 5G IoT platforms: Networking, synchronization, interference detection and radio sensing. Ad Hoc Networks 89 (2019)
Mattia Brambilla, Andrea Matera, Dario Tagliaferri, Monica Nicoli, Umberto Spagnolini
RF-Assisted Free-Space Optics for 5G Vehicle-to-Vehicle Communications. CoRR (2019)
Mattia Brambilla, Monica Nicoli, Sergio M. Savaresi, Umberto Spagnolini
Inertial Sensor Aided mmWave Beam Tracking to Support Cooperative Autonomous Driving. CoRR (2019)
Stefano Savazzi, Monica Nicoli, Vittorio Rampa
Federated Learning with Cooperating Devices: A Consensus Approach for Massive IoT Networks. CoRR (2019)
Marzieh Jalal Abadi, Luca Luceri, Mahbub Hassan, Chun Tung Chou, Monica Nicoli
A Cooperative Machine Learning Approach for Pedestrian Navigation in Indoor IoT. Sensors 19 (21) (2019)
Gloria Soatti, Monica Nicoli, Nil Garcia, Benoît Denis, Ronald Raulefs, Henk Wymeersch
Implicit Cooperative Positioning in Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 19 (12) (2018)
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Sanaz Kianoush, Franck Le Gall, Hamza Baqa, David Remon
A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform. WF-IoT (2018)
Sanaz Kianoush, Stefano Savazzi, Monica Nicoli
Device-free Crowd Sensing in Dense WiFi MIMO Networks: Channel Features and Machine Learning Tools. WPNC (2018)
Gloria Soatti, Ahmed Murtada, Monica Nicoli, Jonathan Gambini, Umberto Spagnolini
Low-Rank Channel and Interference Estimation in mm-Wave Massive Antenna Arrays. EUSIPCO (2018)
Mattia Brambilla, Gloria Soatti, Monica Nicoli
Precise Vehicle Positioning by Cooperative Feature Association and Tracking in Vehicular Networks. SSP (2018)
Gloria Soatti, Monica Nicoli, Nil Garcia, Benoît Denis, Ronald Raulefs, Henk Wymeersch
Enhanced vehicle positioning in cooperative ITS by joint sensing of passive features. ITSC (2017)
Leonardo Ascorti, Stefano Savazzi, Gloria Soatti, Monica Nicoli, Emiliano Sisinni, Stefano Galimberti
A Wireless Cloud Network Platform for Industrial Process Automation: Critical Data Publishing and Distributed Sensing. IEEE Trans. Instrum. Meas. 66 (4) (2017)
Gloria Soatti, Monica Nicoli, Nil Garcia, Benoît Denis, Ronald Raulefs, Henk Wymeersch
Implicit Cooperative Positioning in Vehicular Networks. CoRR (2017)
Gloria Soatti, Monica Nicoli, Stefano Savazzi, Umberto Spagnolini
Consensus-Based Algorithms for Distributed Network-State Estimation and Localization. IEEE Trans. Signal Inf. Process. over Networks 3 (2) (2017)
Maria Antonieta Alvarez, Gloria Soatti, Monica Nicoli, Umberto Spagnolini
Device-to-device resource scheduling by distributed interference coordination. ICC Workshops (2016)
Sanaz Kianoush, Vittorio Rampa, Stefano Savazzi, Monica Nicoli
Pre-deployment performance assessment of device-free radio localization systems. ICC Workshops (2016)
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
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. 33 (2) (2016)
Monica Nicoli, Vittorio Rampa, Stefano Savazzi, Silvia Schiaroli
Device-free localization of multiple targets. EUSIPCO (2016)
Vittorio Rampa, Stefano Savazzi, Monica Nicoli, Michele d'Amico
Physical Modeling and Performance Bounds for Device-free Localization Systems. IEEE Signal Process. Lett. 22 (11) (2015)
Jean Michel Winter, Ivan Müller, Gloria Soatti, Stefano Savazzi, Monica Nicoli, Leandro Buss Becker, João Cesar Netto, Carlos Eduardo Pereira
Wireless Coexistence and Spectrum Sensing in Industrial Internet of Things: An Experimental Study. Int. J. Distributed Sens. Networks 11 (2015)
Gloria Soatti, Monica Nicoli, Stefano Savazzi, Umberto Spagnolini
Distributed Sensing of Interference Pattern in Dense Cooperative Wireless Networks. ICC Workshops (2015)
Stefano Savazzi, Monica Nicoli, Francesca Carminati, Michele Riva
A Bayesian Approach to Device-Free Localization: Modeling and Experimental Assessment. IEEE J. Sel. Top. Signal Process. 8 (1) (2014)
Marzieh Jalal Abadi, Luca Luceri, Mahbub Hassan, Chun Tung Chou, Monica Nicoli
A collaborative approach to heading estimation for smartphone-based PDR indoor localisation. IPIN (2014)
Milo Spadacini, Stefano Savazzi, Monica Nicoli
Wireless home automation networks for indoor surveillance: technologies and experiments. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Gloria Soatti, Monica Nicoli, Andrea Matera, Silvia Schiaroli, Umberto Spagnolini
Weighted consensus algorithms for distributed localization in cooperative wireless networks. ISWCS (2014)
Alessandra Pascale, Monica Nicoli, Umberto Spagnolini
Cooperative Bayesian Estimation of Vehicular Traffic in Large-Scale Networks. IEEE Trans. Intell. Transp. Syst. 15 (5) (2014)
Monica Nicoli, Gloria Soatti, Stefano Savazzi
Distributed estimation of macroscopic channel parameters in dense cooperative wireless networks. WCNC (2014)
Alessandra Pascale, Gabriel Gomes, Monica Nicoli
Estimation of highway traffic from sparse sensors: Stochastic modeling and particle filtering. ICASSP (2013)
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
Partner Selection in Indoor-to-Outdoor Cooperative Networks: An Experimental Study. IEEE J. Sel. Areas Commun. 31 (8) (2013)
Daniele Molteni, Monica Nicoli
Joint OSC Receiver for Evolved GSM/EDGE Systems. IEEE Trans. Wirel. Commun. 12 (6) (2013)
Stefano Savazzi, Umberto Spagnolini, Leonardo Goratti, Daniele Molteni, Matti Latva-aho, Monica Nicoli
Ultra-wide band sensor networks in oil and gas explorations. IEEE Commun. Mag. 51 (4) (2013)
Stefano Savazzi, Monica Nicoli, Michele Riva
Radio imaging by cooperative wireless network: Localization algorithms and experiments. WCNC (2012)
Milo Spadacini, Stefano Savazzi, Monica Nicoli, S. Nicoli
Wireless networks for smart surveillance: Technologies, protocol design and experiments. WCNC Workshops (2012)
Monica Nicoli, Sinan Gezici, Zafer Sahinoglu, Henk Wymeersch
Localization in mobile wireless and sensor networks. EURASIP J. Wirel. Commun. Netw. 2011 (2011)
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
Partner selection in indoor-to-outdoor cooperative networks: an experimental study CoRR (2011)
Daniele Molteni, Monica Nicoli, Mikko Säily
Resource Allocation Algorithm for GSM-OSC Cellular Systems. ICC (2011)
Daniele Molteni, Monica Nicoli, Umberto Spagnolini
Performance of MIMO-OFDMA Systems in Correlated Fading Channels and Non-Stationary Interference. IEEE Trans. Wirel. Commun. 10 (5) (2011)
Diana Fontanella, Monica Nicoli, Luc Vandendorpe
Bayesian Localization in Sensor Networks: Distributed Algorithm and Fundamental Limits. ICC (2010)
Paolo Castiglione, Stefano Savazzi, Monica Nicoli, Thomas Zemen
Impact of Fading Statistics on Partner Selection in Indoor-to-Outdoor Cooperative Networks. ICC (2010)
Stefano Savazzi, Monica Nicoli, Mikael Sternad
A Comparative Analysis of Spatial Multiplexing Techniques for Outdoor MIMO-OFDM Systems with a Limited Feedback Constraint. IEEE Trans. Veh. Technol. 58 (1) (2009)
Monica Nicoli, Carlo Morelli, Vittorio Rampa
A Jump Markov Particle Filter for Localization of Moving Terminals in Multipath Indoor Scenarios. IEEE Trans. Signal Process. 56 (8-1) (2008)
Daniele Molteni, Roberto Bosisio, Monica Nicoli
Analytic framework for performance evaluation of multi-antenna WIMAX systems over fading channel. ICASSP (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Monica Nicoli