Nonparametric identification of nonlinear dynamic systems

Nonparametric identification of nonlinear dynamic systems
Author :
Publisher : KIT Scientific Publishing
Total Pages : 240
Release :
ISBN-10 : 9783731508342
ISBN-13 : 3731508346
Rating : 4/5 (346 Downloads)

Book Synopsis Nonparametric identification of nonlinear dynamic systems by : Kenderi, Gábor

Download or read book Nonparametric identification of nonlinear dynamic systems written by Kenderi, Gábor and published by KIT Scientific Publishing. This book was released on 2018-11-11 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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