Probabilistic activity recognition in navigation

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• dc.contributor.author Font Sola, Octavica
• dc.contributor.author Francès, Guillemca
• dc.contributor.author Jonsson, Anders, 1973-ca
• dc.contributor.author Bartie, Philca
• dc.contributor.author Mackaness, Williamca
• dc.date.accessioned 2018-07-02T08:53:59Z
• dc.date.available 2018-07-02T08:53:59Z
• dc.date.issued 2014
• 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.en
• dc.description.sponsorship The authors are grateful for the funding provided by European FP7 grant #270019 (SpaceBook).
• dc.format.mimetype application/pdf
• 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.doi http://dx.doi.org/10.1109/WPNC.2014.6843309
• dc.identifier.uri http://hdl.handle.net/10230/35015
• dc.language.iso eng
• dc.publisher Institute of Electrical and Electronics Engineers (IEEE)ca
• 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.relation.projectID info:eu-repo/grantAgreement/EC/FP7/270019
• 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.rights.accessRights info:eu-repo/semantics/openAccess
• dc.subject.keyword Cities and townsen
• dc.subject.keyword Junctionsen
• dc.subject.keyword Roadsen
• dc.subject.keyword Global Positioning Systemen
• dc.subject.keyword Legged locomotionen
• dc.subject.keyword Educational institutionsen
• dc.subject.keyword Sensorsen
• dc.title Probabilistic activity recognition in navigationca
• dc.type info:eu-repo/semantics/conferenceObject
• dc.type.version info:eu-repo/semantics/acceptedVersion