Generalized spline nonlinear adaptive filters

作者：

Highlights：

• A new spline based generalized non-linear filter.

• Adaptive spline function is used as basis function.

• Provides improved classification accuracy.

• Successfully applied in dynamic system identification.

摘要

•A new spline based generalized non-linear filter.•Adaptive spline function is used as basis function.•Provides improved classification accuracy.•Successfully applied in dynamic system identification.

论文关键词：Adaptive filters,Classification,Functional link neural network,Dynamic system identification,Spline functions,Steady state analysis

论文评审过程：Received 18 January 2017, Revised 31 March 2017, Accepted 20 April 2017, Available online 21 April 2017, Version of Record 26 April 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.04.043