Title :
Upper extremity kinetics during walker-assisted gait of knee joint stiffness simulation
Author :
Ming, Dong ; Liu, Xiuyun ; Bai, Yanru ; An, Xingwei ; Qi, Hongzhi ; Wan, Baikun ; Hu, Yong ; Luk, K.D.K.
Author_Institution :
Dept. of Biomed. Eng., Tianjin Univ., Tianjin, China
Abstract :
Because of various inflammations and fractures of low limbs, the number of patients with knee joint stiffness is increasing. Walkers are commonly prescribed to improve these patients´ stability and ambulatory ability. The evaluation on the assisted walking effect has become a hot problem, whose prerequisite is a comprehensive mechanical understanding of the upper extremity force. In order to study the upper extremity kinetics during walker-assisted gait of knee joint stiffness, this paper developed a new method to collect upper extremity kinetics data based on a special-designed walker dynamometer system. Handle reaction vector (HRV) data were collected from 15 healthy right-handed young subjects by simulation experiments for four knee joint stiffness modes. T test and support vector machine (SVM) were used to analyze these HRV data. The results indicated that knee joint stiffness had a great influence on the upper extremity force during the walker-assisted walking. The proposed method is hoped to beneficially influence walker-assisted gait retraining strategies for knee joint stiffness.
Keywords :
dynamometers; gait analysis; mechanical stability; medical computing; statistical analysis; support vector machines; T test; ambulatory ability; dynamometer system; fractures; handle reaction vector; inflammations; knee joint stiffness simulation; limbs; stability; support vector machine; upper extremity kinetics; walker-assisted gait; Force; Heart rate variability; Joints; Knee; Legged locomotion; Support vector machines; gait; handle reaction vector; knee joint stiffness; support vector machine; walker;
Conference_Titel :
Virtual Environments Human-Computer Interfaces and Measurement Systems (VECIMS), 2010 IEEE International Conference on
Conference_Location :
Taranto
Print_ISBN :
978-1-4244-5904-9
DOI :
10.1109/VECIMS.2010.5609343