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dc.contributor.author Font Sola, Octavi
dc.contributor.author Francès, Guillem
dc.contributor.author Jonsson, Anders, 1973-
dc.contributor.author Bartie, Phil
dc.contributor.author Mackaness, William
dc.date.accessioned 2018-07-02T08:53:59Z
dc.date.available 2018-07-02T08:53:59Z
dc.date.issued 2014
dc.identifier.citation Font O, Francès G, Jonsson A, Bartie P, Mackaness W. Probabilistic activity recognition in navigation. In: 2014 11th Workshop on Positioning, Navigation and Communication (WPNC); 2014 Mar 12-13; Dresden, Germany. Piscataway (NJ): IEEE; 2014. [6 p.]. DOI: 10.1109/WPNC.2014.6843309
dc.identifier.uri http://hdl.handle.net/10230/35015
dc.description Comunicació presentada al 11th Workshop on Positioning, Navigation and Communication (WPNC), celebrat els dies 12 i 13 de març de 2014 a Dresden, Alemanya.
dc.description.abstract In this paper we present a novel probabilistic approach to activity recognition. Our approach is to estimate posterior probabilities of different activities using Bayes' rule. The approach can handle any type of activities as long as it is possible to estimate the conditional probabilities of potential observations, and easily scales to large numbers of activities. We test our approach empirically in an environment where observations are GPS signals of users moving around in a city.
dc.description.sponsorship The authors are grateful for the funding provided by European FP7 grant #270019 (SpaceBook).
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Institute of Electrical and Electronics Engineers (IEEE)
dc.relation.ispartof 2014 11th Workshop on Positioning, Navigation and Communication (WPNC); 2014 Mar 12-13; Dresden, Germany. Piscataway (NJ): IEEE; 2014. [6 p.].
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. The final published article can be found at http://dx.doi.org/10.1109/WPNC.2014.6843309
dc.title Probabilistic activity recognition in navigation
dc.type info:eu-repo/semantics/conferenceObject
dc.identifier.doi http://dx.doi.org/10.1109/WPNC.2014.6843309
dc.subject.keyword Cities and towns
dc.subject.keyword Junctions
dc.subject.keyword Roads
dc.subject.keyword Global Positioning System
dc.subject.keyword Legged locomotion
dc.subject.keyword Educational institutions
dc.subject.keyword Sensors
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/270019
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/acceptedVersion


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