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Nonparametric Identification of Nonlinear Dynamic Systems

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.

This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

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Specificații

ISBN-13: 9781013279317
ISBN-10: 101327931X
Pagini: 230
Dimensiuni: 221 x 286 x 17 mm
Greutate: 0.83 kg
Editura: Saint Philip Street Press