Title :
The Elderly Fall Risk Assessment and Prediction Based on Gait Analysis
Author :
Jiang, Susu ; Zhang, Bofeng ; Wei, Daming
Author_Institution :
Sch. of Comput. Eng. & Sci., Shanghai Univ., Shanghai, China
fDate :
Aug. 31 2011-Sept. 2 2011
Abstract :
In this paper, a cell phone and a three dimension accelerometer are used to develop a simple fall risk prediction system. Accelerometer offers a practical and low cost method of objectively monitoring human walking. This paper gives the gait stability and gait symmetry definition only under the data conditions of acceleration. According to the gait model, the stability and symmetry of gait are analyzed and calculated, at last not only the individual´s gait can be evaluated, but it also constituted a gait assessment model. The proposed gait assessment model can be used to predict the fall risk of walking subject. The experiment results show that this method achieved better performance of prediction and efficiency.
Keywords :
accelerometers; gait analysis; geriatrics; mobile computing; mobile handsets; patient monitoring; risk management; cell phone; elderly fall risk assessment; elderly fall risk prediction; gait analysis; gait assessment model; gait stability; gait symmetry; human walk monitoring; three dimension accelerometer; Acceleration; Accelerometers; Indexes; Legged locomotion; Senior citizens; Stability criteria; elderly person; fall prediction; fall risk; gait analysis; gait stability; gait symmetry; human walking;
Conference_Titel :
Computer and Information Technology (CIT), 2011 IEEE 11th International Conference on
Conference_Location :
Pafos
Print_ISBN :
978-1-4577-0383-6
Electronic_ISBN :
978-0-7695-4388-8
DOI :
10.1109/CIT.2011.82