Normalised Spline Adaptive Filtering Algorithm for Nonlinear System Identification

@article{Guan2017NormalisedSA,
  title={Normalised Spline Adaptive Filtering Algorithm for Nonlinear System Identification},
  author={Sihai Guan and Zhi Li},
  journal={Neural Processing Letters},
  year={2017},
  volume={46},
  pages={595-607}
}
This paper proposed a normalised spline adaptive filtering algorithm to improve the stability of spline adaptive filtering (SAF) algorithm against the eigenvalue spread of the autocorrelation matrix of the input signal. The new adaptive filtering algorithm is based on the normalised least mean square (NLMS) approach and the value range of the learning rate… CONTINUE READING