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Player: an open source tool to simulate complex maritime environments to evaluate data fusion performance

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dc.affiliation.dptoUC3M. Departamento de Informáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Inteligencia Artificial Aplicada (GIAA)es
dc.contributor.authorLuis Bustamante, Álvaro
dc.contributor.authorMolina López, José Manuel
dc.contributor.authorGarcía Herrero, Jesús
dc.contributor.funderMinisterio de Economía y Competitividad (España)es
dc.date.accessioned2020-12-11T11:01:45Z
dc.date.available2020-12-11T11:01:45Z
dc.date.issued2017-08-01
dc.description.abstractIn this paper it is presented a new open source tool for evaluating data fusion systems, mainly related to the maritime surveillance domain. This tool provides specific utilities for designing and simulating synthetic maritime environments to assists in the fusion development process, like designing vessels trajectories, placing different types of sensors, simulating vessels dynamics, or simulating sensors detections. This synthetic information can be used to feed a data fusion system to evaluate its response in a reproducible way under different conditions. This tool can be used to optimize the data fusion evaluation process, since testing a fusion system is a quite complex task, as the fusion output depends on the combination of multiple algorithms, configurations, measures, timing, and so on. Then, having reproducible synthetic environments can be quite useful when evaluating fusion results, system performance in dense scenarios, vessel trajectories with different dynamics, sensor coverages, and so on. This tool has been used with success for evaluating different fusion systems, and now it is presented as an open source tool, so it can be easily adapted to different environments, be used by other researchers, or extended by the community. This paper presents how it is built, the underlying algorithms, and presents some example use cases.en
dc.description.sponsorshipThis work was partially funded by projects MINECO TEC2014-57022-C2-2-R, and European Concerted Research Action designated as COST Action IC1406: High-Performance Modelling and Simulation for Big Data Applications (cHiPSet).en
dc.identifier.bibliographicCitationLuis Bustamante, A., Molina López, J. M., García Herrero, J. (2017). Player: an open source tool to simulate complex maritime environments to evaluate data fusion performance. Simulation modeling practice and theory, 76, pp. 3-21.en
dc.identifier.doihttps://doi.org/10.1016/j.simpat.2017.04.002
dc.identifier.issn1569-190X
dc.identifier.publicationfirstpage3
dc.identifier.publicationlastpage21
dc.identifier.publicationtitleSIMULATION MODELLING PRACTICE AND THEORYen
dc.identifier.publicationvolume76
dc.identifier.urihttps://hdl.handle.net/10016/31577
dc.identifier.uxxiAR/0000026307
dc.language.isoenges
dc.publisherElsevieren
dc.relation.projectIDGobierno de España. TEC2012-37832-C02-01es
dc.relation.projectIDGobierno de España. TEC2014-57022-C2-2-Res
dc.rights© 2017 Elsevier B.V. All rights reserved.es
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 España*
dc.rights.accessRightsopen accessen
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.subject.ecienciaInformáticaes
dc.subject.otherSimulationen
dc.subject.otherSensorsen
dc.subject.otherEvaluationen
dc.subject.otherPerformanceen
dc.subject.otherData fusionen
dc.subject.otherMaritime surveillanceen
dc.titlePlayer: an open source tool to simulate complex maritime environments to evaluate data fusion performanceen
dc.typeresearch article*
dc.type.hasVersionAM*
dspace.entity.typePublication
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