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
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;
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
DOI :
10.1109/CIT.2008.4594733