Automatica, Vol.47, No.10, 2273-2278, 2011
Time-local formulation and identification of implicit Volterra models by use of diffusive representation
We present a time-continuous identification method for nonlinear dynamic Volterra models of the form HX = (u, X)+ v with H, a causal convolution operator. It is mainly based on a suitable parameterization of H deduced from the so-called diffusive representation, which is devoted to state representations of integral operators. Following this approach, the complex dynamic nature of H can be summarized by a few numerical parameters on which the identification of the dynamic part of the model will focus. The method is validated on a physical numerical example. (C) 2011 Elsevier Ltd. All rights reserved.
Keywords:System identification;Least-squares method;Nonlinear Volterra model;Implicit model;Nonrational operator;State realization;Diffusive representation