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
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