Gait recognition by using spectrum analysis on state space reconstruction

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RECERCAT Home > Universitat Politècnica de Catalunya > Documents de recerca > View document

To access the full text documents, please follow this link: http://hdl.handle.net/2117/14859

Title:	Gait recognition by using spectrum analysis on state space reconstruction
Author:	Samà Monsonís, Albert; Ruiz Vegas, Francisco Javier; Pérez López, Carlos; Català Mallofré, Andreu
Other authors:	Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica; Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial; Universitat Politècnica de Catalunya. GREC - Grup de Recerca en Enginyeria del Coneixement
Abstract:	This 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. The method is compared to other common methods used in gait recognition tasks through a preliminary test.
Abstract:	Peer Reviewed
Subject(s):	-Àrees temàtiques de la UPC::Informàtica::Automàtica i control -Àrees temàtiques de la UPC::Enginyeria biomèdica::Biomecànica -Gait in humans -Spectrum Analysis--methods -Human mechanics -Older people--Orientation and mobility -People with disabilities--Orientation and mobility -Locomoció humana -- Simulació per ordinador -Biomecànica -- Investigació -- Metodologia -Mecànica humana -- Mesurament -Anàlisi espectral -Control automàtic
Rights:	Attribution-NonCommercial-NoDerivs 3.0 Spain http://creativecommons.org/licenses/by-nc-nd/3.0/es/
Document type:	Article - Published version Conference Object
Published by:	IOS Press
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