Identification of fifth-order Volterra systems using i.i.d. inputs

Abstract : In this study, we show that the minimum mean square estimate (MMSE) of the parameters of a fifth-order Volterra model can be obtained in closed-form when the input is independent and identically distributed (i.i.d). The derived closed-form expressions of the kernel coefficients can be used for identifying Volterra systems with arbitrary memory. Some simulation results are presented to illustrate the proposed identification method.
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Submitted on : Wednesday, September 16, 2009 - 10:24:13 AM
Last modification on : Friday, April 12, 2019 - 4:22:17 PM

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  • HAL Id : hal-00417522, version 1

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Alain Y. Kibangou, Gérard Favier. Identification of fifth-order Volterra systems using i.i.d. inputs. IET Signal Processing, Institution of Engineering and Technology, 2010, 4 (1), pp.30-44. ⟨hal-00417522⟩

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