Refined instrumental variable methods for identification of Hammerstein continuous-time box-jenkins models

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Laurain, V.
Gilson, M.
Garnier , H.
Young, Peter C

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Institute of Electrical and Electronics Engineers (IEEE Inc)

Abstract

This article presents instrumental variable methods for direct continuous-time estimation of a Hammerstein model. The non-linear function is a sum of known basis functions and the linear part is a Box-Jenkins model. Although the presented algorithm is not statistically optimal, this paper further shows the performance of the presented algorithms and the advantages of continuous-time estimation on relevant simulations.

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Proceedings of IEEE Conference on Decision and Control 2008

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2037-12-31