Nonlinear System Identification by Haar Wavelets

• Κύριος συγγραφέας: Śliwiński, Przemysław (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Lecture Notes in Statistics, 210
• Θέματα: Statistics.; Statistical Theory and Methods.

In order to precisely model real-life systems or man-made devices, both nonlinear and dynamic properties need to be taken into account. The generic, black-box model based on Volterra and Wiener series is capable of representing fairly complicated nonlinear and dynamic interactions, however, the resu...

Πίνακας περιεχομένων:

• Introduction
• Hammerstein systems
• Identification goal
• Haar orthogonal bases
• Identification algorithms
• Computational algorithms. – Final remarks. - Technical derivations.