Nonparametric Identification of Nonlinear Dynamic Systems

Name: Nonparametric Identification of Nonlinear Dynamic Systems
Price: 466.63 RON
Availability: OnlineOnly
Author: Gábor Kenderi
ISBN: 9781013279300

Autor Gábor Kenderi

en Limba Engleză Hardback – 8 oct 2020

A nonparametric identification method for highly nonlinear systems is presented that is able to reconstruct the underlying nonlinearities without a priori knowledge of the describing nonlinear functions. The approach is based on nonlinear Kalman Filter algorithms using the well-known state augmentation technique that turns the filter into a dual state and parameter estimator, of which an extension towards nonparametric identification is proposed in the present work.

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