Nonparametric identification of nonlinear dynamic systems
Download or Read eBook Nonparametric identification of nonlinear dynamic systems PDF 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.
| Author | : Kenderi, Gábor |
| Publisher | : KIT Scientific Publishing |
| Total Pages | : 240 |
| Release | : 2018-11-11 |
| ISBN-10 | : 9783731508342 |
| ISBN-13 | : 3731508346 |
| Rating | : 4/5 (42 Downloads) |
Book Synopsis Nonparametric identification of nonlinear dynamic systems by : Kenderi, Gábor
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.
