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LPVIOID- A LPV IDENTIFICATION TOOLBOX FOR MATLAB: RECENT AND NOVEL TECHNIQUES

مؤلف البحث
Mustafa Rabeei, Hossam S. Abbas and Mohamed M. Hassan
المشارك في البحث
سنة البحث
2013
مجلة البحث
Journal of Engineering Sciences, Assiut University, Faculty of Engineering
عدد البحث
41- 4
تصنيف البحث
2
صفحات البحث
1637 - 1659
ملخص البحث

In this paper a system identification toolbox for MATLAB is introduced, including a user friendly
graphical user interface. The toolbox is appropriate for the identification of systems in discrete-time
linear parameter varying (LPV) form. Using LPVIOID1 it is possible to identify input-output
models in open-loop and closed-loop settings based on experimental data. It comprises several
recent LPV identification techniques. Furthermore, a novel method for identifying unstable plants in
closed-loop is proposed. The toolbox is equipped with several tools for model validation. Examples
for illustration are included.