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Tensor-based Identification of the Structure of Block-Oriented Nonlinear Systems

Abstract : In this paper, we propose a new tensor-based approach to identify the structure of a block-oriented nonlinear system (Hammerstein, Wiener, and Wiener-Hammerstein systems). The proposed method makes use of one time-domain Volterra kernel of an arbitrary order higher than two, which can be viewed as a tensor. We develop a tensor analysis for carrying out the identification of the structure of block-oriented nonlinear systems. The performance of the proposed identification scheme is illustrated by means of some simulation results.
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https://hal.archives-ouvertes.fr/hal-00397802
Contributor : Alain Kibangou <>
Submitted on : Tuesday, June 23, 2009 - 12:11:00 PM
Last modification on : Tuesday, May 26, 2020 - 6:50:34 PM
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  • HAL Id : hal-00397802, version 1

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Alain Y. Kibangou, Gérard Favier. Tensor-based Identification of the Structure of Block-Oriented Nonlinear Systems. 15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. pp.6. ⟨hal-00397802⟩

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