DocumentCode
2322514
Title
On the detection of elderly equilibrium degradation using multivariate-EMD
Author
Miraoui, Abdelkader ; Snoussi, Hichem ; Duchêne, Jacques ; Azzaoui, Nourddine
Author_Institution
LM2S, Inst. Charles Delaunay, Troyes, France
fYear
2010
fDate
6-10 Dec. 2010
Firstpage
2049
Lastpage
2053
Abstract
The aim of this paper is to provide a new methodology for the detection of an increased risk of falling in community-dwelling elderly. A new extended method of the empirical mode decomposition (EMD) called multivariate-EMD is employed in the proposed solution. This method will be mainly used to analyze the stabilogram center of pressure (COP) time series. In this paper, we describe also the remote non-invasive assessment method, which is suitable for static and dynamic balance. Balance was assessed using a miniature force plate, while gait was assessed using wireless sensors placed in a corridor of the home. The experimental results show the effectiveness of this indicator to identify the differences in standing posture between different groups of population.
Keywords
gait analysis; geriatrics; mechanoception; medical signal detection; balance; center of pressure; elderly equilibrium degradation; empirical mode decomposition; falling; gait; miniature force plate; multivariate-EMD; non-invasive assessment method; stabilogram; wireless sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
GLOBECOM Workshops (GC Wkshps), 2010 IEEE
Conference_Location
Miami, FL
Print_ISBN
978-1-4244-8863-6
Type
conf
DOI
10.1109/GLOCOMW.2010.5700305
Filename
5700305
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