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19992022
most citedA Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors

232 citations

Showing eess.SPShow all

7 papers · 1 filter

eess.SP2021★ 40 cited

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

Domenico Gaglione, Paolo Braca, Giovanni Soldi +3

Tracking multiple time-varying states based on heterogeneous observations is a key problem in many applications. Here, we develop a statistical model and algorithm for tracking an…

eess.SP2021★ 27 cited

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

Augusto Aubry, Paolo Braca, Antonio De Maio +1

A new algorithm for 3D localization in multiplatform radar networks, comprising one transmitter and multiple receivers, is proposed. To take advantage of the monostatic sensor radi…

eess.SP2021★ 17 cited

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

Giovanni Soldi, Nicola Forti, Domenico Gaglione +5

The COVID-19 pandemic has, worldwide and up to December 2020, caused over 1.7 million deaths, and put the world's most advanced healthcare systems under heavy stress. In many count…

eess.SP2020★ 3 cited

Space-based Global Maritime Surveillance. Part II: Artificial Intelligence and Data Fusion Techniques

Giovanni Soldi, Domenico Gaglione, Nicola Forti +11

Maritime surveillance (MS) is of paramount importance for search and rescue operations, fishery monitoring, pollution control, law enforcement, migration monitoring, and national s…

eess.SP2020★ 85 cited

Space-based Global Maritime Surveillance. Part I: Satellite Technologies

Giovanni Soldi, Domenico Gaglione, Nicola Forti +11

Maritime surveillance (MS) is crucial for search and rescue operations, fishery monitoring, pollution control, law enforcement, migration monitoring, and national security policies…

eess.SP2020★ 17 cited

Quickest Detection of COVID-19 Pandemic Onset

Paolo Braca, Domenico Gaglione, Stefano Marano +3

This paper develops an easily-implementable version of Page's CUSUM quickest-detection test, designed to work in certain composite hypothesis scenarios with time-varying data stati…

eess.SP2020★ 18 cited

Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm

Domenico Gaglione, Giovanni Soldi, Paolo Braca +3

Multitarget tracking (MTT) is a challenging task that aims at estimating the number of targets and their states from measurements of the target states provided by one or multiple s…