Estimation of Temporal Gait Events from a Single Accelerometer Through the Scale-Space Filtering Idea.

The purpose of this paper is to develop an accelerometry system capable of performing gait event demarcation and calculation of temporal parameters using a single waist-mounted device. Particularly, a mobile phone positioned over the L2 vertebra is used to acquire trunk accelerations during walking....

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Detalles Bibliográficos
Publicado en:Journal of Medical Systems Vol. 40; no. 12; pp. 1 - 11
Autores principales: González, Iván, Fontecha, Jesús, Hervás, Ramón, Bravo, José
Formato: equations & formulas research tables/charts tracings Journal Article
Publicado: Springer Nature Dec2016
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:The purpose of this paper is to develop an accelerometry system capable of performing gait event demarcation and calculation of temporal parameters using a single waist-mounted device. Particularly, a mobile phone positioned over the L2 vertebra is used to acquire trunk accelerations during walking. Signals from the acceleration magnitude and the vertical acceleration are smoothed through different filters. Cut-off points between filtered signals as a result of convolving with varying levels of Gaussian filters and other robust features against temporal variation and noise are used to identify peaks that correspond to gait events. Five pre-frail older adults and five young healthy adults were recruited in an experiment. Cadence, step/stride time, step/stride CV, step asymmetry and percentages of the stance/swing and single/double support phases, among the two groups of different mobility were quantified by the system.