• DocumentCode
    2508714
  • Title

    Walking stability analysis by age based on Dynamic Time Warping

  • Author

    Zhang, Bofeng ; Yan, Ke ; Jiang, Susu ; Wei, Daming

  • Author_Institution
    Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai
  • fYear
    2008
  • fDate
    8-11 July 2008
  • Firstpage
    544
  • Lastpage
    548
  • Abstract
    There are more and more researches on walking stability analysis for health management of elderly people. This study presents a definition and an assessment of human walking stability. Its main objectives are to propose a technique to quantify local dynamic stability, and to study the relationship between walking stability and age in developing an understanding of normal gait. Dynamic Time Warping (DTW) is an algorithm for measuring similarity between two sequences, which is employed to estimate the walking stability based on Fourteen-Linkage (FL) walking model. The walking data are from 58 health subjects aged from 21 to 65, walking on a regular surface. The results show that when subject walks on a regular surface, the walking stabilities including subjectpsilas position, velocity and acceleration have some relationships with age.
  • Keywords
    estimation theory; gait analysis; geriatrics; medical computing; pattern matching; sequences; dynamic time warping algorithm; elderly people; fourteen-linkage walking model; gait analysis; health management; human walking stability analysis; pattern matching; sequence similarity estimation; Aerodynamics; Aging; Engineering management; Foot; Humans; Legged locomotion; Senior citizens; Software; Stability analysis; Time measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology, 2008. CIT 2008. 8th IEEE International Conference on
  • Conference_Location
    Sydney, NSW
  • Print_ISBN
    978-1-4244-2357-6
  • Electronic_ISBN
    978-1-4244-2358-3
  • Type

    conf

  • DOI
    10.1109/CIT.2008.4594733
  • Filename
    4594733