• DocumentCode
    2377597
  • Title

    Foot age estimation for fall-prevention using sole pressure by fuzzy logic

  • Author

    Takeda, Takahiro ; Sakai, Yoshitada ; Kuramoto, Kei ; Kobashi, Syoji ; Ishikawa, Tomomoto ; Hata, Yutaka

  • Author_Institution
    Grad. Sch. of Eng., Univ. of Hyogo, Himeji, Japan
  • fYear
    2011
  • fDate
    9-12 Oct. 2011
  • Firstpage
    769
  • Lastpage
    774
  • Abstract
    This paper describes a foot age estimation system using fuzzy logic. The method employs sole pressure distribution change data. The sole pressure data is acquired by a mat type load distribution sensor. The proposed method extracts step length, step center of sole pressure width, distance of single support period and time of double support period as gait features. The fuzzy degrees for young age, middle age and elderly groups are calculated from these gait features. The foot age of the walking person on the sensor is estimated by fuzzy MIN-MAX center of gravity method. In the experiment, the proposed method estimated subject ages with good correlation coefficient.
  • Keywords
    fuzzy logic; fuzzy set theory; handicapped aids; minimax techniques; sensors; fall prevention; foot age estimation; fuzzy MIN-MAX center of gravity method; fuzzy logic; mat type load distribution sensor; sole pressure distribution change data; Correlation; Estimation; Feature extraction; Foot; Fuzzy logic; Legged locomotion; Senior citizens; Load distribution sensor; age estimation; fuzzy logic; gait analysis; walking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4577-0652-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2011.6083745
  • Filename
    6083745