一种简化ARX-Laguerre多模型的离线参数辨识

2020 International Conference on Control, Automation and Diagnosis (ICCAD) Pub Date : 2020-10-01 DOI:10.1109/ICCAD49821.2020.9260536

Hajer Benamor, Chakib Ben Njima, T. Garna, A. Zaafouri, H. Messaoud

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引用次数: 0

摘要

本文提出了一种利用多模型方法中的ARX-Laguerre模型来表示非线性系统的新方法。用ARX-Laguerre多模型方法表示非线性系统分为两个阶段;第一种方法是在独立于Laguerre的正交基础上开发每个ARX子模型。第二部分讨论了ARX-Laguerre多模型的参数辨识问题。

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Offline parametric Identification of a reduce ARX-Laguerre multimodel

In this paper, we propose a new method for the representation of nonlinear systems by exploiting the ARX-Laguerre model in the multimodel approach. The representation of non-linear systems by the ARX-Laguerre multimodel approach takes place in two stages; The first consists in developing each ARX sub-model on orthogonal bases independent of Laguerre. The second deals with the parametric identification problem of the ARX-Laguerre multimodel.

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2020 International Conference on Control, Automation and Diagnosis (ICCAD)

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