Properties of approximated empirical mode decomposition and optimal design of its system kernel matrix for signal decomposition.
Nili TianXiaoling WangBingo Wing-Kuen LingMustafa SakalliPublished in: Signal Image Video Process. (2019)
Keyphrases
- optimal design
- empirical mode decomposition
- kernel matrix
- intrinsic mode functions
- non stationary
- signal analysis
- hilbert huang transform
- low rank
- kernel methods
- kernel function
- feature space
- multi band
- input space
- wavelet packet
- linear combination
- maximum likelihood
- ls svm
- training set
- hilbert transform
- instantaneous frequency
- machine learning
- matrix factorization
- frequency domain
- metric learning
- model selection
- image compression
- signal processing
- support vector
- feature extraction