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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
1662020
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
1372012
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
1342007
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
1182016
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
1092014
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
972018
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
742013
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
742008
Adaptive Bayesian network for traffic flow prediction
A Pascale, M Nicoli
2011 IEEE Statistical Signal Processing Workshop (SSP), 177-180, 2011
692011
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
612010
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
602003
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
552006
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
472015
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
432017
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
422021
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
422016
Soft-iterative channel estimation: Methods and performance analysis
M Nicoli, S Ferrara, U Spagnolini
IEEE transactions on signal processing 55 (6), 2993-3006, 2007
422007
A collaborative approach to heading estimation for smartphone-based PDR indoor localisation
MJ Abadi, L Luceri, M Hassan, CT Chou, M Nicoli
2014 International conference on indoor positioning and indoor navigation …, 2014
402014
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
342019
Reduced-rank channel estimation for time-slotted mobile communication systems
M Nicoli, U Spagnolini
IEEE transactions on signal processing 53 (3), 926-944, 2005
342005
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