Identification of Volterra nonlinear systems using circular inputs

It is shown that the minimum-mean square estimate of the parameters of a Volterra model can be obtained in closed form when the input is circularly symmetric. The proposed method is applicable to systems with arbitrary orders and memory. Theoretical results are illustrated via Monte-Carlo simulations.