Validity and feasibility of intelligent Walkbot system
Jun-Hyung Jung, NooRi Lee, Joshua H. You, Duk‐Chul Lee
- Year
- 2009
- Citations
- 33
Abstract
The first study to highlight the validity and feasibility of the innovative exoskeletal Walkbot system is presented. The Walkbot is a locomotor retraining robot designed to provide gait impairment for the systematic reacquisition of locomotor skills. Neuromechanical data obtained from kinematic and electromyographic (EMG) measurements yielded excellent validity and consistency. Linear regression analysis for kinematic hip and knee angle data showed R2=0.8604 and R2=0.9265, respectively. The coefficient of variation also showed consistent EMG amplitudes in the selected ankle muscles at two independent velocities. The preliminary data provide promising evidence of locomotor retraining.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002