Impulse response constrained LS-SVM modelling for MIMO Hammerstein system identification.
Ricardo Castro-GarciaOscar Mauricio AgudeloJohan A. K. SuykensPublished in: Int. J. Control (2019)
Keyphrases
- impulse response
- ls svm
- least squares support vector machine
- least squares
- standard deviation
- cross validation
- frequency domain
- support vector machine
- regularization parameter
- improved algorithm
- prediction model
- correlation coefficient
- hyperparameters
- generalization ability
- variable selection
- model selection
- parameter estimation
- input variables
- rbf neural network
- neural network
- denoising
- bayesian framework
- support vector