Paolo Braca

Dimitris Zissis

Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

2023

Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation.

[BibT_eX]

[DOI]

Samuele Capobianco

IEEE Trans. Aerosp. Electron. Syst., June, 2023

Large Deviations for Classification Performance Analysis of Machine Learning Systems.

[BibT_eX]

[DOI]

Augusto Aubry

Antonio De Maio

CoRR, 2023

Model-based Deep Learning for Maneuvering Target Tracking.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Information Fusion, 2023

Experimental Corroboration of Trained Classification Performance Predictions.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022

Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Enhanced Target Localization With Deployable Multiplatform Radar Nodes Based on Non-Convex Constrained Least Squares Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal.

[BibT_eX]

[DOI]

Sandro Carniel

IEEE Trans. Intell. Transp. Syst., 2022

Bayesian Filtering for Dynamic Anomaly Detection and Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2022

Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View].

[BibT_eX]

[DOI]

Sandro Carniel

Proc. IEEE, 2022

Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

Keynote: Multi-domain situational awareness - From the underwater to the space domain to improve maritime surveillance.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2022

2021

Optimal Opponent Stealth Trajectory Planning Based on an Efficient Optimization Technique.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Malicious AIS Spoofing and Abnormal Stealth Deviations: A Comprehensive Statistical Framework for Maritime Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2021

Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks.

[BibT_eX]

[DOI]

Samuele Capobianco

IEEE Trans. Aerosp. Electron. Syst., 2021

2-D PBR Localization Complying With Constraints Forced by Active Radar Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2021

Quickest Detection of COVID-19 Pandemic Onset.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Quickest Detection and Forecast of Pandemic Outbreaks: Analysis of COVID-19 Waves.

[BibT_eX]

[DOI]

Peter K. Willett

IEEE Commun. Mag., 2021

Application of Hidden Markov Models to Analyze, Group and Visualize Spatio-Temporal COVID-19 Data.

[BibT_eX]

[DOI]

IEEE Access, 2021

Constrained Target Localization for Multiplatform Radar Systems.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Sensors Localization and Target Tracking in Underwater Environment via Belief Propagation.

[BibT_eX]

[DOI]

Mattia Brambilla

Proceedings of the 2021 IEEE Military Communications Conference, 2021

Maritime Anomaly Detection of Malicious Data Spoofing and Stealth Deviations from Nominal Route Exploiting Heterogeneous Sources of Information.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Uncertainty-Aware Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction.

[BibT_eX]

[DOI]

Samuele Capobianco

Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Dynamic Source Localization via Finite-Element Underwater Acoustic Field Estimation.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

MAST: A Quickest Detection Procedure for COVID-19 Epidemiological Data to Trigger Strategic Decisions.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Multi-Class Random Matrix Filtering for Adaptive Learning.

[BibT_eX]

[DOI]

Augusto Aubry

Antonio De Maio

IEEE Trans. Signal Process., 2020

Analytical Models for the Electromagnetic Scattering From Isolated Targets in Bistatic Configuration: Geometrical Optics Solution.

[BibT_eX]

[DOI]

Walter Fuscaldo

IEEE Trans. Geosci. Remote. Sens., 2020

Simulation-Based Feasibility Analysis of Ship Detection Using GNSS-R Delay-Doppler Maps.

[BibT_eX]

[DOI]

Tiziana Beltramonte

Maurizio di Bisceglie

Carmela Galdi

Antonio Iodice

Daniele Riccio

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm.

[BibT_eX]

[DOI]

Giovanni De Magistris

Florian Meyer

Franz Hlawatsch

IEEE Signal Process. Lett., 2020

Adaptive Bayesian Learning and Forecasting of Epidemic Evolution - Data Analysis of the COVID-19 Outbreak.

[BibT_eX]

[DOI]

IEEE Access, 2020

Underwater Tracking Based on the Sum-Product Algorithm Enhanced by a Neural Network Detections Classifier.

[BibT_eX]

[DOI]

Giovanni De Magistris

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Joint Multitarget Tracking and Dynamic Network Localization in the Underwater Domain.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Prediction oof Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Distributed Bernoulli Filtering Using Likelihood Consensus.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2019

Ship Detection using GNSS-R delay-Doppler Maps via simulation tools.

[BibT_eX]

[DOI]

Maurizio di Bisceglie

Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Data Driven Vessel Trajectory Forecasting Using Stochastic Generative Models.

[BibT_eX]

[DOI]

Murat Üney

Proceedings of the IEEE International Conference on Acoustics, 2019

Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Anomaly Detection and Tracking Based on Mean-Reverting Processes with Unknown Parameters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein-Uhlenbeck Process.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Multiple Ornstein-Uhlenbeck Processes for Maritime Traffic Graph Representation.

[BibT_eX]

[DOI]

Pasquale Coscia

Francesco A. N. Palmieri

IEEE Trans. Aerosp. Electron. Syst., 2018

Message Passing Algorithms for Scalable Multitarget Tracking.

[BibT_eX]

[DOI]

Proc. IEEE, 2018

A decision support web service for allocating assets in counter-piracy operations given periodic environmental forecast updates.

[BibT_eX]

[DOI]

François-Alex Bourque

Int. J. Intell. Def. Support Syst., 2018

Maritime Surveillance Using Spaceborne GNSS-Reflectometry: The Role of the Scattering Configuration and Receiving Polarization Channel.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Spaceborne GNSS-Reflectometry for Ship-Detection Applications: Impact of Acquisition Geometry and Polarization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Electromagnetic Modeling of Ships in Maritime Scenarios: Geometrical Optics Approximation.

[BibT_eX]

[DOI]

Walter Fuscaldo

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Prediction of Rendezvous in Maritime Situational Awareness.

[BibT_eX]

[DOI]

Murat Uney

Proceedings of the 21st International Conference on Information Fusion, 2018

Online Estimation of Unknown Parameters in Multisensor-Multitarget Tracking: a Belief Propagation Approach.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

A Distributed Bernoulli Filter Based on Likelihood Consensus with Adaptive Pruning.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Belief Propagation Based AIS/Radar Data Fusion for Multi - Target Tracking.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Hybrid Bernoulli Filtering for Detection and Tracking of Anomalous Path Deviations.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Information Fusion, 2018

Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes.

[BibT_eX]

[DOI]

Pasquale Coscia

Francesco A. N. Palmieri

Proceedings of the 21st International Conference on Information Fusion, 2018

Bayesian Track-to-Graph Association for Maritime Traffic Monitoring.

[BibT_eX]

[DOI]

Raffaele Grasso

Proceedings of the 26th European Signal Processing Conference, 2018

Bayesian Multi-Class Covariance Matrix Filtering for Adaptive Environment Learning.

[BibT_eX]

[DOI]

Augusto Aubry

Antonio De Maio

Proceedings of the 26th European Signal Processing Conference, 2018

2017

A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

ODIN: Obfuscation-Based Privacy-Preserving Consensus Algorithm for Decentralized Information Fusion in Smart Device Networks.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2017

Performance Assessment of Vessel Dynamic Models for Long-Term Prediction Using Heterogeneous Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Multiple Sensor Measurement Updates for the Extended Target Tracking Random Matrix Model.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2017

Fast and Accurate ISAR Focusing Based on a Doppler Parameter Estimation Algorithm.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Maximum Likelihood Signal Amplitude Estimation Based on Permuted Blocks of Differently Binary Quantized Observations of a Signal in Noise.

[BibT_eX]

[DOI]

CoRR, 2017

Hypothesis testing in the presence of maxwell's daemon: signal detection by unlabeled observations.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scalable distributed change detection and its application to maritime traffic.

[BibT_eX]

[DOI]

Gianfranco Arcieri

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2016

Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Multistatic Bayesian extended target tracking.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2016

Multisensor adaptive bayesian tracking under time-varying target detection probability.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2016

Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction.

[BibT_eX]

[DOI]

Karna Bryan

IEEE Trans. Aerosp. Electron. Syst., 2016

Consistent Estimation of Randomly Sampled Ornstein-Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Learning With Privacy in Consensus + Obfuscation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Comparative Analysis of Two Approaches for Multipath Ghost Suppression in Radar Imaging.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Scalable Adaptive Multitarget Tracking Using Multiple Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Multiple sensor Bayesian extended target tracking fusion approaches using random matrices.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Long-term vessel kinematics prediction exploiting mean-reverting processes.

[BibT_eX]

[DOI]

Karna Bryan

Proceedings of the 19th International Conference on Information Fusion, 2016

Tracking an unknown number of targets using multiple sensors: A belief propagation method.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

The Mixed Ornstein-Uhlenbeck Process and context exploitation in multi-target tracking.

[BibT_eX]

[DOI]

Stefano Coraluppi

Craig Carthel

Proceedings of the 19th International Conference on Information Fusion, 2016

Detection over diffusion networks: Asymptotic tools for performance prediction and simulation.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Knowledge-Based Multitarget Ship Tracking for HF Surface Wave Radar Systems.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Gamma Gaussian Inverse Wishart Probability Hypothesis Density for Extended Target Tracking Using X-Band Marine Radar Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Multiple Extended Target Tracking for Through-Wall Radars.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Distributed Multi-Target Tracking in Autonomous Sensor Networks.

[BibT_eX]

[DOI]

Mark Ryan Balthasar

Abdelhak M. Zoubir

CoRR, 2015

Knowledge-based ship tracking applied to HF surface wave radar data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Extended target tracking using joint probabilistic data association filter on X-band radar data.

[BibT_eX]

[DOI]

Borja Errasti-Alcalá

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

ISAR motion compensation based on a new Doppler parameters estimation procedure.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Realistic ship model for extended target tracking algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Translational velocity estimation by means of bistatic isar techniques.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Adaptive Bayesian tracking with unknown time-varying sensor network performance.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Exact asymptotics of distributed detection over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Converted measurements random matrix approach to extended target tracking using X-band marine radar data.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Adaptive filtering of imprecisely time-stamped measurements with application to AIS networks.

[BibT_eX]

[DOI]

Karna Bryan

Proceedings of the 18th International Conference on Information Fusion, 2015

Scalable multitarget tracking using multiple sensors: A belief propagation approach.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Target detection using GPS signals of opportunity.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Environmental field estimation by consensus based dynamic sensor networks and underwater gliders.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Bayesian Tracking in Underwater Wireless Sensor Networks With Port-Starboard Ambiguity.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Maritime Surveillance Using Multiple High-Frequency Surface-Wave Radars.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Asymptotic Performance of Adaptive Distributed Detection over Networks.

[BibT_eX]

[DOI]

CoRR, 2014

A network of HF surface wave radars for maritime surveillance: Preliminary results in the German Bight.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Secure multi-party consensus gossip algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Environmentally sensitive particle filter tracking in multistatic AUV networks with port-starboard ambiguity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Large deviations analysis of adaptive distributed detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

Multiple oceanographic HF surface-wave radars applied to maritime surveillance.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

PHD extended target tracking using an incoherent X-band radar: Preliminary real-world experimental results.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

Track before Detect algorithm for tracking extended targets applied to real-world data of X-band marine radar.

[BibT_eX]

[DOI]

Borja Errasti-Alcalá

Proceedings of the 17th International Conference on Information Fusion, 2014

Cognitive multistatic AUV networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Experimental Evaluation of the Range-Doppler Coupling on HF Surface Wave Radars.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Asymptotic Efficiency of the PHD in Multitarget/Multisensor Estimation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Running Consensus for Decentralized Detection

[BibT_eX]

[DOI]

CoRR, 2013

Detection, tracking and fusion of multiple HFSW radars for ship traffic surveillance: Experimental performance assessment.

[BibT_eX]

[DOI]

Salvatore Maresca

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A linear complexity particle approach to the exact multi-sensor PHD.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Data fusion performance of HFSWR systems for ship traffic monitoring.

[BibT_eX]

[DOI]

Salvatore Maresca

Proceedings of the 16th International Conference on Information Fusion, 2013

Detection of malicious AIS position spoofing by exploiting radar information.

[BibT_eX]

[DOI]

Fotios Katsilieris

Stefano Coraluppi

Proceedings of the 16th International Conference on Information Fusion, 2013

Particle filtering approach to multistatic underwater sensor networks with left-right ambiguity.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Fusion, 2013

Unsupervised track classification based on Hierarchical Dirichlet Processes.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Asset network planning: Integration of environmental data and sensor performance for counter piracy.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Single-Transmission Distributed Detection via Order Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

A novel approach to high frequency radar ship tracking exploiting aspect diversity.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Estimating sensor performance and target population size with multiple sensors.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

Multitarget-multisensor ML and PHD: Some asymptotics.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

Application of the JPDA-UKF to HFSW radars for maritime situational awareness.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Consensus-based Page's test in sensor networks.

[BibT_eX]

[DOI]

Signal Process., 2011

Asymptotic Properties of One-Bit Distributed Detection with Ordered Transmissions

[BibT_eX]

[DOI]

CoRR, 2011

Quickest distributed detection via running consensus.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Asymptotically consistent one-bit detection in large sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Asymptotic optimality of running consensus in testing binary hypotheses.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Selective measurement transmission in distributed estimation with data association.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

2009

Distributed estimation with data association: Is the nearest neighbor the most informative?

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Enforcing Consensus While Monitoring the Environment in Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Running consensus in wireless sensor networks.

[BibT_eX]

[DOI]