Efficient Approximation of Volterra Series for High-Dimensional Systems

Navin Khoshnan, Claudia K Petritsch, Bryce-Allen Bagley

The identification of high-dimensional nonlinear dynamical systems via the Volterra series has significant potential, but has been severely hindered by the curse of dimensionality.…