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dc.contributor.authorRuiz Vegas, Francisco Javier
dc.contributor.authorSamà Monsonís, Albert
dc.contributor.authorPérez López, Carlos
dc.contributor.authorCatalà Mallofré, Andreu
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2012-01-27T13:16:04Z
dc.date.available2012-01-27T13:16:04Z
dc.date.created2011
dc.date.issued2011
dc.identifier.citationRuiz, F. [et al.]. Gait identification by using spectrum analysis on state space reconstruction. A: International Work-Conference on Artificial Neural Networks. "Advances in Computational Intelligence : Advances in Computational Intelligence Advances in Computational Intelligence 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II". Torremolinos, Málaga: Springer, 2011, p. 597-604.
dc.identifier.isbn978-3-642-21497-4
dc.identifier.urihttp://hdl.handle.net/2117/14852
dc.description.abstractThis paper describes a method for identifying a person while walking by means of a triaxial accelerometer attached to the waist. Human gait is considered as a dynamical system whose attractor is reconstructed by time delay vectors. A Spectral Analysis on the state space reconstruction is used to characterize the attractor. Parameters involved in the reconstruction and characterization process are evaluated to examine the effect in gait identification. The method is tested in five volunteers, obtaining an overall accuracy of 92%.
dc.format.extent8 p.
dc.language.isoeng
dc.publisherSpringer
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subjectÀrees temàtiques de la UPC::Enginyeria biomèdica::Biomecànica
dc.subject.lcshGait in humans
dc.subject.lcshSpectrum Analysis--methods
dc.subject.lcshHuman mechanics
dc.subject.lcshOlder people--Orientation and mobility
dc.subject.lcshPeople with disabilities--Orientation and mobility
dc.titleGait identification by using spectrum analysis on state space reconstruction
dc.typeConference report
dc.subject.lemacLocomoció humana -- Simulació per ordinador
dc.subject.lemacBiomecànica -- Investigació -- Metodologia
dc.subject.lemacMecànica humana -- Mesurament
dc.subject.lemacAnàlisi espectral
dc.subject.lemacControl automàtic
dc.contributor.groupUniversitat Politècnica de Catalunya. GREC - Grup de Recerca en Enginyeria del Coneixement
dc.identifier.doi10.1007/978-3-642-21498-1_75
dc.description.peerreviewedPeer Reviewed
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac9485229
dc.description.versionPostprint (author’s final draft)
local.citation.authorRuiz, F.; Sama, A.; Pérez, C.; Català, A.
local.citation.contributorInternational Work-Conference on Artificial Neural Networks
local.citation.pubplaceTorremolinos, Málaga
local.citation.publicationNameAdvances in Computational Intelligence : Advances in Computational Intelligence Advances in Computational Intelligence 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II
local.citation.startingPage597
local.citation.endingPage604


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