Nonlinear System Identification Based on Multi-resolution Support Vector Regression

  • Hong Peng, Jun Wang
  • Published 2005 in
    2005 International Conference on Neural Networks…


A novel support vector kernel, namely the multiresolution kernel, is presented based on the theory of multiresolution analysis of wavelet transform. The multi-resolution kernel is composed by the scaling function at some scale and wavelets with different resolution. Based on multi-resolution kernel and support vector machine, a new regression model that is… (More)


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