Development of a physiological knee motion simulator

Citation
K. Kiguchi et al., Development of a physiological knee motion simulator, ADV ROBOT, 13(2), 1999, pp. 171-188
Citations number
16
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
ADVANCED ROBOTICS
ISSN journal
01691864 → ACNP
Volume
13
Issue
2
Year of publication
1999
Pages
171 - 188
Database
ISI
SICI code
0169-1864(1999)13:2<171:DOAPKM>2.0.ZU;2-F
Abstract
Several kinds of knee motion simulator systems have been developed for the accurate analysis of knee biomechanics. Knee motion simulators, however, ar e not recognized For their practical use because of difficulties in design and control. Tn this study, a wire-driven knee simulator which generates ph ysiological knee motion has been developed. Physiological three-dimensional tibia motion against the femur can be generated by the simulator. Many cli nical studies have been performed to analyze the length displacement patter n of the anterior cruciate ligament (ACL) and the posterior cruciate ligame nt (PCL). We assume that the physiological knee motion can be realized if t he length displacement patterns of the ACL and PCL against the knee flexion angle are the same as the experimental data obtained from the literature. A fuzzy neural control policy, one of the most effective intelligent contro l policies, has been applied for control of the simulator. Applying the fuz zy neural control policy, human knowledge and experience can be reflected a nd adaptive/learning ability can be incorporated in the controller. On-line learning of the fuzzy neural controller is carried our to minimize a fuzzy controlled evaluation function using the back-propagation learning algorit hm. The effectiveness of the proposed simulator has been evaluated by exper iments using a model bone.