New methods of Laguerre pole optimization for the ARX model expansion on Laguerre bases

ISA transactions, Volume 70, 2017, Pages 93-103.

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Keywords:
ARX-Laguerre modelGenetic algorithmsNewton-Raphson methodPole optimisation

Abstract:

The ARX-Laguerre model is a very important reduced complexity representation of linear system. However a significant reduction of this model is subject to an optimal choice of both Laguerre poles. Therefore we propose in this paper two new methods to estimate, from input/output measurements, the optimal values of Laguerre poles of the ARX...More

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