• 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