MIMO hammerstein system identification using LS-SVM and steady state time response.
Ricardo Castro-GarciaOscar Mauricio AgudeloJohan A. K. SuykensPublished in: SSCI (2017)
Keyphrases
- steady state
- ls svm
- least squares support vector machine
- markov chain
- least squares
- product form
- cross validation
- improved algorithm
- prediction model
- support vector machine
- queue length
- support vector
- queueing networks
- variable selection
- heavy traffic
- parameter estimation
- arrival rate
- service times
- generalization ability
- hyperparameters
- artificial neural networks
- rbf neural network
- recurrent neural networks
- svm classifier
- model selection
- correlation coefficient
- support vector machine svm
- state space
- steady states