Information fusion as input source for improving multi-agent system autonomous decision-making in maritime surveillance scenarios

e-Archivo Repository

Show simple item record

dc.contributor.author Luis Bustamante, Álvaro
dc.contributor.author Molina López, José Manuel
dc.contributor.author Patricio Guisado, Miguel Ángel
dc.date.accessioned 2018-10-16T10:45:53Z
dc.date.available 2018-10-16T10:45:53Z
dc.date.issued 2014-10-07
dc.identifier.bibliographicCitation Proceedings of the 17th International Conference on Information Fusion (FUSION 2014), Salamanca, 7-10th July 2014. IEEE, [p. 8]
dc.identifier.isbn 978-84-9012-355-3
dc.identifier.uri http://hdl.handle.net/10016/27581
dc.description.abstract Decision making problems are usually referred as a cognitive process resulting in the selection of an action among several alternatives. Autonomous entities taking these actions like multi-agent systems, needs to process and understand its environment state to frequently update its beliefs, and then, select an optimal action. As an environment can be composed by several sources of information, it is useful for a multi-agent system, a way to process integrated information of multiple data which represents the same real-world object. This information can improve the agents knowledge and let select better actions than processing simple raw data. Most information fusion research has had a technical and algorithmic focus, and takes little attention to high level decision making, although some studies relate fusion to human decision making. However, in this paper is proposed the use of fused information as an input source for supporting and improving the decision making capabilities of autonomous agents in maritime surveillance scenarios.
dc.description.sponsorship This work was supported in part by Projects MINECO TEC2012-37832-C02-01, CICYT TEC2011-28626-C02-02, CAM CONTEXTS (S2009/TIC-1485)
dc.format.extent 8
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher IEEE
dc.rights © 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
dc.subject.other Sensors
dc.subject.other Cameras
dc.subject.other Monitoring
dc.subject.other Data integration
dc.subject.other Radar Tracking System
dc.subject.other Decision making
dc.subject.other Multi-agent systems
dc.subject.other Marine radar
dc.title Information fusion as input source for improving multi-agent system autonomous decision-making in maritime surveillance scenarios
dc.type conferenceObject
dc.type bookPart
dc.relation.publisherversion https://ieeexplore.ieee.org/document/6916018
dc.subject.eciencia Informática
dc.rights.accessRights openAccess
dc.relation.projectID Gobierno de España. TEC2012-37832-C02-01
dc.relation.projectID Gobierno de España. TEC2011-28626-C02-02
dc.relation.projectID Comunidad de Madrid. S2009/TIC-1485
dc.type.version acceptedVersion
dc.relation.eventdate 2014, 07-10 de julio
dc.relation.eventnumber 17
dc.relation.eventplace Salamanca
dc.relation.eventtitle International Conference on Information Fusion (FUSION 2014)
dc.relation.eventtype proceeding
dc.identifier.publicationtitle Proceedings of the 17th International Conference on Information Fusion (FUSION 2014), Salamanca, 7-10th July 2014
dc.identifier.uxxi CC/0000023372
 Find Full text

Files in this item

*Click on file's image for preview. (Embargoed files's preview is not supported)


This item appears in the following Collection(s)

Show simple item record