Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
406704 | Neurocomputing | 2013 | 10 Pages |
Abstract
This paper presents a novel gait recognition method which uses the signals measured by a single inertial sensor located on the waist. This method considers human gait as a dynamical system and employs a few singular values obtained by means of Singular Spectrum Analysis applied to scalar measurements from the inertial sensor. Singular values can be interpreted as the approximate edge length of the bounding box wrapping the attractor in the latent space. Effects of different parameters on the gait recognition performance using patterns from 20 different subjects are analysed.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Albert Samà, Francisco J. Ruiz, Núria Agell, Carlos Pérez-López, Andreu Català, Joan Cabestany,