Set membership parameter estimation in the frequency domain based on complex intervals

Abstract : This paper is devoted to set membership parameter estimation for non-linear complex-valued models. In such a context, the error between the measured data and the output model is supposed to be bounded with known prior bounds. The proposed approach is based on set inversion via complex interval analysis. A first contribution of this paper is the extension of logarithm and exponentiel functions to polar intervals. In a second part, it is shown on an engineering application devoted to thermal parameter estimation, that the proposed interval complex representation is useful.
Type de document :
Article dans une revue
International Journal of Control, Automation and Systems, Springer, 2009, 7 (5), pp.1-11
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https://hal.archives-ouvertes.fr/hal-00367400
Contributeur : Tarek Raïssi <>
Soumis le : mercredi 11 mars 2009 - 10:51:33
Dernière modification le : jeudi 11 janvier 2018 - 06:21:07

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  • HAL Id : hal-00367400, version 1

Citation

Tarek Raissi, Nacim Ramdani, Yves Candau. Set membership parameter estimation in the frequency domain based on complex intervals. International Journal of Control, Automation and Systems, Springer, 2009, 7 (5), pp.1-11. 〈hal-00367400〉

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