Improve computational efficiency and estimation accuracy of multi-channel surface EMG decomposition via dimensionality reduction.
Yong NingNicholas DiasXuhong LiJing JieJinrong LiYingchun ZhangPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- computational efficiency
- multi channel
- estimation accuracy
- dimensionality reduction
- efficient computation
- computationally efficient
- single channel
- computational complexity
- principal component analysis
- anti aliasing
- feature extraction
- low dimensional
- prediction accuracy
- solution quality
- principal components
- multiresolution
- pattern recognition
- genetic algorithm
- multiscale
- numerical stability
- data broadcast
- channel assignment
- computer vision