A Regularized SNPOM for Stable Parameter Estimation of RBF-AR(X) Model

@article{Zeng2018ARS,
  title={A Regularized SNPOM for Stable Parameter Estimation of RBF-AR(X) Model},
  author={Xiaoyong Zeng and Hui Peng and Feng Zhou},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2018},
  volume={29},
  pages={779-791}
}
Recently, the radial basis function (RBF) network-style coefficients AutoRegressive (with exogenous inputs) [RBF-AR(X)] model identified by the structured nonlinear parameter optimization method (SNPOM) has attracted considerable interest because of its significant performance in nonlinear system modeling. However, this promising technique may occasionally… CONTINUE READING