On the use of L/sub 2/ gap metric for identifying Hammersteim models

We consider the identification of nonlinear systems of the Hammerstein class. Hammerstein models are special in the sense that they can be transformed into linear models on which linear systems techniques could be applicable. We propose an iterative identification algorithm to obtain a model that mi...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Al-Amer, S.H. (author)
مؤلفون آخرون: AL-Sunni, F.M. (author), unknown (author)
التنسيق: article
منشور في: 2004
الموضوعات:
الوصول للمادة أونلاين:https://eprints.kfupm.edu.sa/id/eprint/14249/1/14249_1.pdf
https://eprints.kfupm.edu.sa/id/eprint/14249/2/14249_2.doc
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الوصف
الملخص:We consider the identification of nonlinear systems of the Hammerstein class. Hammerstein models are special in the sense that they can be transformed into linear models on which linear systems techniques could be applicable. We propose an iterative identification algorithm to obtain a model that minimizes the L/sub 2/ gap between the true and the identified model. An example is given in illustration.