New identification method for Hammerstein models based on approximate least absolute deviation.
Bao-chang XuYing-Dan ZhangPublished in: Int. J. Syst. Sci. (2016)
Keyphrases
- probabilistic model
- detection method
- high precision
- objective function
- pairwise
- clustering method
- dynamic programming
- computational cost
- support vector machine svm
- parameter estimation
- multiple models
- machine learning methods
- statistical models
- data sets
- preprocessing
- computational complexity
- model selection
- optimization algorithm
- detection algorithm
- prior knowledge
- multiresolution
- synthetic data
- statistical model
- classification method
- training set
- optimization method
- monte carlo simulation
- face recognition