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Monica Nicoli
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Federated learning with cooperating devices: A consensus approach for massive IoT networks
S Savazzi, M Nicoli, V Rampa
IEEE Internet of Things Journal 7 (5), 4641-4654, 2020
3502020
Wireless sensor networks for traffic management and road safety
A Pascale, M Nicoli, F Deflorio, B Dalla Chiara, U Spagnolini
IET Intelligent Transport Systems 6 (1), 67-77, 2012
1482012
Hidden Markov models for radio localization in mixed LOS/NLOS conditions
C Morelli, M Nicoli, V Rampa, U Spagnolini
IEEE Transactions on Signal Processing 55 (4), 1525-1542, 2007
1422007
Implicit cooperative positioning in vehicular networks
G Soatti, M Nicoli, N Garcia, B Denis, R Raulefs, H Wymeersch
IEEE Transactions on Intelligent Transportation Systems 19 (12), 3964-3980, 2018
1322018
Device-free radio vision for assisted living: Leveraging wireless channel quality information for human sensing
S Savazzi, S Sigg, M Nicoli, V Rampa, S Kianoush, U Spagnolini
IEEE Signal Processing Magazine 33 (2), 45-58, 2016
1302016
A Bayesian Approach to Device-free Localization: Modeling and Experimental Assessment
S Savazzi, M Nicoli, F Carminati, M Riva
IEEE Journal of Selected Topics in Signal Processing 8 (1), 16-29, 2014
1182014
Opportunities of federated learning in connected, cooperative, and automated industrial systems
S Savazzi, M Nicoli, M Bennis, S Kianoush, L Barbieri
IEEE Communications Magazine 59 (2), 16-21, 2021
1172021
UWB localization in a smart factory: Augmentation methods and experimental assessment
L Barbieri, M Brambilla, A Trabattoni, S Mervic, M Nicoli
IEEE Transactions on Instrumentation and Measurement 70, 1-18, 2021
1052021
Adaptive Bayesian network for traffic flow prediction
A Pascale, M Nicoli
2011 IEEE Statistical Signal Processing Workshop (SSP), 177-180, 2011
872011
Ultra-wide band sensor networks in oil and gas explorations
S Savazzi, U Spagnolini, L Goratti, D Molteni, M Latva-Aho, M Nicoli
IEEE Communications Magazine 51 (4), 150-160, 2013
862013
A jump Markov particle filter for localization of moving terminals in multipath indoor scenarios
M Nicoli, C Morelli, V Rampa
IEEE Transactions on Signal Processing 56 (8), 3801-3809, 2008
782008
Decentralized federated learning for healthcare networks: A case study on tumor segmentation
BC Tedeschini, S Savazzi, R Stoklasa, L Barbieri, I Stathopoulos, M Nicoli, ...
IEEE access 10, 8693-8708, 2022
752022
Augmenting vehicle localization by cooperative sensing of the driving environment: Insight on data association in urban traffic scenarios
M Brambilla, M Nicoli, G Soatti, F Deflorio
IEEE Transactions on Intelligent Transportation Systems 21 (4), 1646-1663, 2019
732019
Decentralized federated learning for extended sensing in 6G connected vehicles
L Barbieri, S Savazzi, M Brambilla, M Nicoli
Vehicular Communications 33, 100396, 2022
702022
Method to improve channel estimate in broadband SIMO/MIMO cellular radio networks during abrupt interference variations
M Nicoli, L Sampietro, C Santacesaria, O Simeone, U Spagnolini
US Patent 7,756,007, 2010
632010
Multislot estimation of fast-varying space-time communication channels
M Nicoli, O Simeone, U Spagnolini
IEEE Transactions on Signal Processing 51 (5), 1184-1195, 2003
612003
Particle filters for RSS-based localization in wireless sensor networks: An experimental study
C Morelli, M Nicoli, V Rampa, U Spagnolini, C Alippi
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
572006
Consensus-based algorithms for distributed network-state estimation and localization
G Soatti, M Nicoli, S Savazzi, U Spagnolini
IEEE Transactions on Signal and Information Processing over Networks 3 (2 …, 2016
562016
A wireless cloud network platform for industrial process automation: Critical data publishing and distributed sensing
L Ascorti, S Savazzi, G Soatti, M Nicoli, E Sisinni, S Galimberti
IEEE Transactions on Instrumentation and Measurement 66 (4), 592-603, 2017
552017
Physical modeling and performance bounds for device-free localization systems
V Rampa, S Savazzi, M Nicoli, M D’Amico
IEEE Signal processing letters 22 (11), 1864-1868, 2015
542015
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Articles 1–20