Volterra Kernel Identification using Regularized Orthonormal Basis Functions

Jeremy G. Stoddard, James S. Welsh

The Volterra series is a powerful tool in modelling a broad range of nonlinear dynamic systems. However, due to its nonparametric nature, the number of parameters in the series inc…