Paolo Braca

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 84

Top Venues

FUSION

ICASSP

CoRR

IEEE Trans. Aerosp. Electron. Syst.

Publications

Domenico Gaglione, Leonardo Maria Millefiori, Paolo Braca, Peter Willett, Moe Z. Win
Tracking of Multiple Spawning Targets with Heterogeneous Sensors for Seabed-To-Space Situational Awareness. ICASSP (2024)
Giannis Spiliopoulos, Cesar Ducruet, Leonardo Maria Millefiori, Paolo Braca, Dimitris Zissis
Detecting the Spatiotemporal Characteristics of the Supply-chain Disruption and Estimating its Short Term Effects. EDBT/ICDT Workshops (2024)
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation. IEEE Trans. Aerosp. Electron. Syst. 59 (3) (2023)
Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Antonio De Maio, Peter Willett
Large Deviations for Classification Performance Analysis of Machine Learning Systems. CoRR (2023)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Model-based Deep Learning for Maneuvering Target Tracking. FUSION (2023)
Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Stefano Maranò, Antonio De Maio, Peter Willett
Experimental Corroboration of Trained Classification Performance Predictions. CAMSAP (2023)
Paolo Braca, Leonardo Maria Millefiori, Augusto Aubry, Stefano Maranò, Antonio De Maio, Peter Willett
Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis. CoRR (2022)
Nicola Forti, Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Sandro Carniel, Peter Willett
Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View]. Proc. IEEE 110 (10) (2022)
Domenico Gaglione, Paolo Braca, Giovanni Soldi, Florian Meyer, Franz Hlawatsch, Moe Z. Win
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking. IEEE Trans. Signal Process. 70 (2022)
Paolo Braca
Keynote: Multi-domain situational awareness - From the underwater to the space domain to improve maritime surveillance. CogSIMA (2022)
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction with Uncertainty Estimation. CoRR (2022)
Augusto Aubry, Paolo Braca, Antonio De Maio, Angela Marino
Enhanced Target Localization With Deployable Multiplatform Radar Nodes Based on Non-Convex Constrained Least Squares Optimization. IEEE Trans. Signal Process. 70 (2022)
Nicola Forti, Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Peter Willett, Sandro Carniel
Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Bayesian Filtering for Dynamic Anomaly Detection and Tracking. IEEE Trans. Aerosp. Electron. Syst. 58 (3) (2022)
Augusto Aubry, Paolo Braca, Enrica d'Afflisio, Antonio De Maio, Leonardo Maria Millefiori, Peter Willett
Optimal Opponent Stealth Trajectory Planning Based on an Efficient Optimization Technique. IEEE Trans. Signal Process. 69 (2021)
Samuele Capobianco, Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Uncertainty-Aware Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction. FUSION (2021)
Enrica d'Afflisio, Paolo Braca, Luigi Chisci, Giorgio Battistelli, Peter Willett
Maritime Anomaly Detection of Malicious Data Spoofing and Stealth Deviations from Nominal Route Exploiting Heterogeneous Sources of Information. FUSION (2021)
Giovanni Soldi, Nicola Forti, Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati
Quickest Detection and Forecast of Pandemic Outbreaks: Analysis of COVID-19 Waves. IEEE Commun. Mag. 59 (9) (2021)
Angela Marino, Augusto Aubry, Antonio De Maio, Paolo Braca, Domenico Gaglione, Peter Willett
Constrained Target Localization for Multiplatform Radar Systems. MILCOM (2021)
Enrica d'Afflisio, Paolo Braca, Peter Willett
Malicious AIS Spoofing and Abnormal Stealth Deviations: A Comprehensive Statistical Framework for Maritime Anomaly Detection. IEEE Trans. Aerosp. Electron. Syst. 57 (4) (2021)
Paolo Braca, Domenico Gaglione, Stefano Maranò, Leonardo Maria Millefiori, Peter Willett, Krishna R. Pattipati
MAST: A Quickest Detection Procedure for COVID-19 Epidemiological Data to Trigger Strategic Decisions. EUSIPCO (2021)
Graziano A. Manduzio, Nicola Forti, Roberto Sabatini, Paolo Braca, Giorgio Battistelli, Luigi Chisci
Dynamic Source Localization via Finite-Element Underwater Acoustic Field Estimation. EUSIPCO (2021)
Augusto Aubry, Paolo Braca, Antonio De Maio, Angela Marino
2-D PBR Localization Complying With Constraints Forced by Active Radar Measurements. IEEE Trans. Aerosp. Electron. Syst. 57 (5) (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)
Samuele Capobianco, Leonardo Maria Millefiori, Nicola Forti, Paolo Braca, Peter Willett
Deep Learning Methods for Vessel Trajectory Prediction based on Recurrent Neural Networks. CoRR (2021)
Samuele Capobianco, Leonardo Maria Millefiori, Nicola Forti, Paolo Braca, Peter Willett
Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks. IEEE Trans. Aerosp. Electron. Syst. 57 (6) (2021)
Shanglin Zhou, Paolo Braca, Stefano Maranò, Peter Willett, Leonardo Maria Millefiori, Domenico Gaglione, Krishna R. Pattipati
Application of Hidden Markov Models to Analyze, Group and Visualize Spatio-Temporal COVID-19 Data. IEEE Access 9 (2021)
Paolo Braca, Domenico Gaglione, Stefano Maranò, Leonardo Maria Millefiori, Peter Willett, Krishna R. Pattipati
Quickest Detection of COVID-19 Pandemic Onset. IEEE Signal Process. Lett. 28 (2021)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Prediction oof Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks. ICASSP (2020)
Tiziana Beltramonte, Paolo Braca, Maurizio di Bisceglie, Alessio Di Simone, Carmela Galdi, Antonio Iodice, Leonardo Maria Millefiori, Daniele Riccio, Peter Willett
Simulation-Based Feasibility Analysis of Ship Detection Using GNSS-R Delay-Doppler Maps. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Giovanni Soldi, Domenico Gaglione, Giovanni De Magistris, Paolo Braca, Pietro Stinco, Gabriele Ferri, Alessandra Tesei, Kevin Le Page
Underwater Tracking Based on the Sum-Product Algorithm Enhanced by a Neural Network Detections Classifier. ICASSP (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)
Domenico Gaglione, Paolo Braca, Leonardo Maria Millefiori, Giovanni Soldi, Nicola Forti, Stefano Maranò, Peter K. Willett, Krishna R. Pattipati
Adaptive Bayesian Learning and Forecasting of Epidemic Evolution - Data Analysis of the COVID-19 Outbreak. IEEE Access 8 (2020)
Domenico Gaglione, Giovanni Soldi, Paolo Braca, Giovanni De Magistris, Florian Meyer, Franz Hlawatsch
Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm. IEEE Signal Process. Lett. 27 (2020)
Alessio Di Simone, Walter Fuscaldo, Leonardo Maria Millefiori, Daniele Riccio, Giuseppe Ruello, Paolo Braca, Peter Willett
Analytical Models for the Electromagnetic Scattering From Isolated Targets in Bistatic Configuration: Geometrical Optics Solution. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Paolo Braca, Augusto Aubry, Leonardo Maria Millefiori, Antonio De Maio, Stefano Maranò
Multi-Class Random Matrix Filtering for Adaptive Learning. IEEE Trans. Signal Process. 68 (2020)
Giuseppe Papa, Rene Repp, Florian Meyer, Paolo Braca, Franz Hlawatsch
Distributed Bernoulli Filtering Using Likelihood Consensus. IEEE Trans. Signal Inf. Process. over Networks 5 (2) (2019)
Giovanni Soldi, Florian Meyer, Paolo Braca, Franz Hlawatsch
Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation. IEEE Trans. Signal Process. 67 (15) (2019)
Murat Üney, Leonardo Maria Millefiori, Paolo Braca
Data Driven Vessel Trajectory Forecasting Using Stochastic Generative Models. ICASSP (2019)
Giovanni Soldi, Domenico Gaglione, Florian Meyer, Franz Hlawatsch, Paolo Braca, Alfonso Farina, Moe Z. Win
Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm. ICASSP (2019)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Anomaly Detection and Tracking Based on Mean-Reverting Processes with Unknown Parameters. ICASSP (2019)
Alessio Di Simone, Antonio Iodice, Daniele Riccio, Tiziana Beltramonte, Carmela Galdi, Maurizio di Bisceglie, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
Ship Detection using GNSS-R delay-Doppler Maps via simulation tools. RTSI (2019)
Pasquale Coscia, Paolo Braca, Leonardo Maria Millefiori, Francesco A. N. Palmieri, Peter Willett
Multiple Ornstein-Uhlenbeck Processes for Maritime Traffic Graph Representation. IEEE Trans. Aerosp. Electron. Syst. 54 (5) (2018)
Paolo Braca, Augusto Aubry, Leonardo Maria Millefiori, Antonio De Maio, Stefano Maranò
Bayesian Multi-Class Covariance Matrix Filtering for Adaptive Environment Learning. EUSIPCO (2018)
Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario. FUSION (2018)
François-Alex Bourque, Raffaele Grasso, Raúl Vicen Bueno, Giampaolo Cimino, Paolo Braca, John Osler
A decision support web service for allocating assets in counter-piracy operations given periodic environmental forecast updates. Int. J. Intell. Def. Support Syst. 5 (4) (2018)
Giovanni Soldi, Paolo Braca
Online Estimation of Unknown Parameters in Multisensor-Multitarget Tracking: a Belief Propagation Approach. FUSION (2018)
Walter Fuscaldo, Alessio Di Simone, Leonardo Maria Millefiori, Daniele Riccio, Giuseppe Ruello, Paolo Braca, Peter K. Willett
Electromagnetic Modeling of Ships in Maritime Scenarios: Geometrical Optics Approximation. IGARSS (2018)
Murat Uney, Leonardo Maria Millefiori, Paolo Braca
Prediction of Rendezvous in Maritime Situational Awareness. FUSION (2018)
Guanyu Wang, Jiang Zhu, Rick S. Blum, Peter Willett, Stefano Maranò, Vincenzo Matta, Paolo Braca
Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples. IEEE Trans. Signal Process. 66 (16) (2018)
Alessio Di Simone, Gerardo Di Martino, Antonio Iodice, Daniele Riccio, Giuseppe Ruello, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Maritime Surveillance Using Spaceborne GNSS-Reflectometry: The Role of the Scattering Configuration and Receiving Polarization Channel. RTSI (2018)
Florian Meyer, Thomas Kropfreiter, Jason L. Williams, Roslyn A. Lau, Franz Hlawatsch, Paolo Braca, Moe Z. Win
Message Passing Algorithms for Scalable Multitarget Tracking. Proc. IEEE 106 (2) (2018)
Domenico Gaglione, Paolo Braca, Giovanni Soldi
Belief Propagation Based AIS/Radar Data Fusion for Multi - Target Tracking. FUSION (2018)
Alessio Di Simone, Leonardo Maria Millefiori, Gerardo Di Martino, Antonio Iodice, Daniele Riccio, Giuseppe Ruello, Paolo Braca, Peter Willett
Spaceborne GNSS-Reflectometry for Ship-Detection Applications: Impact of Acquisition Geometry and Polarization. IGARSS (2018)
Nicola Forti, Leonardo Maria Millefiori, Paolo Braca
Hybrid Bernoulli Filtering for Detection and Tracking of Anomalous Path Deviations. FUSION (2018)
Enrica d'Afflisio, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein-Uhlenbeck Process. IEEE Trans. Signal Process. 66 (24) (2018)
Raffaele Grasso, Leonardo Maria Millefiori, Paolo Braca
Bayesian Track-to-Graph Association for Maritime Traffic Monitoring. EUSIPCO (2018)
Pasquale Coscia, Francesco A. N. Palmieri, Paolo Braca, Leonardo Maria Millefiori, Peter Willett
Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes. FUSION (2018)
Rene Repp, Giuseppe Papa, Florian Meyer, Paolo Braca, Franz Hlawatsch
A Distributed Bernoulli Filter Based on Likelihood Consensus with Adaptive Pruning. FUSION (2018)
Carlo Noviello, Gianfranco Fornaro, Paolo Braca, Marco Martorella
Fast and Accurate ISAR Focusing Based on a Doppler Parameter Estimation Algorithm. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)
Gemine Vivone, Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Performance Assessment of Vessel Dynamic Models for Long-Term Prediction Using Heterogeneous Data. IEEE Trans. Geosci. Remote. Sens. 55 (11) (2017)
Leonardo Maria Millefiori, Paolo Braca, Gianfranco Arcieri
Scalable distributed change detection and its application to maritime traffic. IEEE BigData (2017)
Moreno Ambrosin, Paolo Braca, Mauro Conti, Riccardo Lazzeretti
ODIN: Obfuscation-Based Privacy-Preserving Consensus Algorithm for Decentralized Information Fusion in Smart Device Networks. ACM Trans. Internet Techn. 18 (1) (2017)
Gemine Vivone, Karl Granström, Paolo Braca, Peter Willett
Multiple Sensor Measurement Updates for the Extended Target Tracking Random Matrix Model. IEEE Trans. Aerosp. Electron. Syst. 53 (5) (2017)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors. IEEE Trans. Signal Process. 65 (13) (2017)
Stefano Maranò, Vincenzo Matta, Peter Willett, Paolo Braca, Rick S. Blum
Hypothesis testing in the presence of maxwell's daemon: signal detection by unlabeled observations. ICASSP (2017)
Guanyu Wang, Jiang Zhu, Rick S. Blum, Paolo Braca, Zhiwei Xu
Maximum Likelihood Signal Amplitude Estimation Based on Permuted Blocks of Differently Binary Quantized Observations of a Signal in Noise. CoRR (2017)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Detection over diffusion networks: Asymptotic tools for performance prediction and simulation. EUSIPCO (2016)
Paolo Braca, Riccardo Lazzeretti, Stefano Maranò, Vincenzo Matta
Learning With Privacy in Consensus + Obfuscation. IEEE Signal Process. Lett. 23 (9) (2016)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Distributed Detection over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. CoRR (2016)
Leonardo Maria Millefiori, Paolo Braca, Peter Willett
Consistent Estimation of Randomly Sampled Ornstein-Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction. IEEE Signal Process. Lett. 23 (11) (2016)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime. IEEE Trans. Inf. Theory 62 (8) (2016)
Gemine Vivone, Paolo Braca, Karl Granström, Peter Willett
Multistatic Bayesian extended target tracking. IEEE Trans. Aerosp. Electron. Syst. 52 (6) (2016)
Moreno Ambrosin, Paolo Braca, Mauro Conti, Riccardo Lazzeretti
ODIN: Obfuscation-based privacy preserving consensus algorithm for Decentralized Information fusion in smart device Networks. CoRR (2016)
Stefano Coraluppi, Craig Carthel, Paolo Braca, Leonardo Maria Millefiori
The Mixed Ornstein-Uhlenbeck Process and context exploitation in multi-target tracking. FUSION (2016)
Florian Meyer, Paolo Braca, Franz Hlawatsch, Michele Micheli, Kevin D. LePage
Scalable Adaptive Multitarget Tracking Using Multiple Sensors. GLOBECOM Workshops (2016)
Leonardo Maria Millefiori, Paolo Braca, Karna Bryan, Peter Willett
Long-term vessel kinematics prediction exploiting mean-reverting processes. FUSION (2016)
Giuseppe Papa, Paolo Braca, Steven Horn, Stefano Maranò, Vincenzo Matta, Peter Willett
Multisensor adaptive bayesian tracking under time-varying target detection probability. IEEE Trans. Aerosp. Electron. Syst. 52 (5) (2016)
Gemine Vivone, Karl Granström, Paolo Braca, Peter Willett
Multiple sensor Bayesian extended target tracking fusion approaches using random matrices. FUSION (2016)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors. CoRR (2016)
Gianluca Gennarelli, Gemine Vivone, Paolo Braca, Francesco Soldovieri, Moeness G. Amin
Comparative Analysis of Two Approaches for Multipath Ghost Suppression in Radar Imaging. IEEE Geosci. Remote. Sens. Lett. 13 (9) (2016)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. IEEE Trans. Signal Inf. Process. over Networks 2 (4) (2016)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
Tracking an unknown number of targets using multiple sensors: A belief propagation method. FUSION (2016)
Leonardo Maria Millefiori, Paolo Braca, Karna Bryan, Peter Willett
Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction. IEEE Trans. Aerosp. Electron. Syst. 52 (5) (2016)
Mark Ryan Balthasar, Paolo Braca, Abdelhak M. Zoubir
Distributed Multi-Target Tracking in Autonomous Sensor Networks. CoRR (2015)
Gemine Vivone, Paolo Braca, Borja Errasti-Alcalá
Extended target tracking using joint probabilistic data association filter on X-band radar data. IGARSS (2015)
Borja Errasti-Alcalá, Walter Fuscaldo, Paolo Braca, Gemine Vivone
Realistic ship model for extended target tracking algorithms. IGARSS (2015)
Gemine Vivone, Paolo Braca, Jochen Horstmann
Knowledge-Based Multitarget Ship Tracking for HF Surface Wave Radar Systems. IEEE Trans. Geosci. Remote. Sens. 53 (7) (2015)
Leonardo Maria Millefiori, Paolo Braca, Karna Bryan, Peter Willett
Adaptive filtering of imprecisely time-stamped measurements with application to AIS networks. FUSION (2015)
Gemine Vivone, Paolo Braca, Karl Granström, Antonio Natale, Jocelyn Chanussot
Converted measurements random matrix approach to extended target tracking using X-band marine radar data. FUSION (2015)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
Scalable multitarget tracking using multiple sensors: A belief propagation approach. FUSION (2015)
Karl Granström, Antonio Natale, Paolo Braca, Giovanni Ludeno, Francesco Serafino
Gamma Gaussian Inverse Wishart Probability Hypothesis Density for Extended Target Tracking Using X-Band Marine Radar Data. IEEE Trans. Geosci. Remote. Sens. 53 (12) (2015)
Marta Bucciarelli, Debora Pastina, Borja Errasti-Alcalá, Paolo Braca
Translational velocity estimation by means of bistatic isar techniques. IGARSS (2015)
Vincenzo Matta, Paolo Braca, Stefano Maranò, Ali H. Sayed
Exact asymptotics of distributed detection over adaptive networks. ICASSP (2015)
Gianluca Gennarelli, Gemine Vivone, Paolo Braca, Francesco Soldovieri, Moeness G. Amin
Multiple Extended Target Tracking for Through-Wall Radars. IEEE Trans. Geosci. Remote. Sens. 53 (12) (2015)
Carlo Noviello, Gianfranco Fornaro, Paolo Braca, Marco Martorella
ISAR motion compensation based on a new Doppler parameters estimation procedure. IGARSS (2015)
Raffaele Grasso, Paolo Braca, Stefano Fortunati, Fulvio Gini, Maria Sabrina Greco
Environmental field estimation by consensus based dynamic sensor networks and underwater gliders. EUSIPCO (2015)
Giuseppe Papa, Paolo Braca, Steven Horn, Stefano Maranò, Vincenzo Matta, Peter Willett
Adaptive Bayesian tracking with unknown time-varying sensor network performance. ICASSP (2015)
Maria Paola Clarizia, Paolo Braca, Christopher S. Ruf, Peter Willett
Target detection using GPS signals of opportunity. FUSION (2015)
Gemine Vivone, Paolo Braca, Jochen Horstmann
Knowledge-based ship tracking applied to HF surface wave radar data. IGARSS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paolo Braca