Multi-channel surface EMG classification using support vector machines and signal-based wavelet optimization.
Marie-Françoise LucasAdrien GaufriauSylvain PascualChristian DoncarliDario FarinaPublished in: Biomed. Signal Process. Control. (2008)
Keyphrases
- multi channel
- single channel
- emg signals
- classification using support vector machines
- multiresolution
- anti aliasing
- original signal
- wavelet analysis
- soft threshold
- wavelet decomposition
- d objects
- denoising
- data broadcast
- high frequency
- machine learning
- signal processing
- wavelet transform
- multiscale
- wavelet coefficients
- frequency domain
- non stationary
- channel assignment
- image quality
- feature vectors