Using principal-components regression to stabilize EMG-muscle force parameter estimates of torso muscles.
Richard E. HughesDon B. ChaffinPublished in: IEEE Trans. Biomed. Eng. (1997)
Keyphrases
- principal components
- parameter estimates
- emg signals
- principal component regression
- motor control
- parameter estimation
- maximum likelihood
- experimental data
- dynamic model
- principal component analysis
- facial muscles
- regression model
- dimensionality reduction
- partial least squares
- model selection
- prior model
- closed form solutions
- linear regression
- regression method
- degrees of freedom
- parametric models
- regression methods
- kernel space
- pattern recognition
- data mining
- noisy images
- feature set
- clustering algorithm