Nonparametric Identification of Nonlinear Dynamic Systems Hardback
by Gabor Kenderi
Hardback
Description
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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Item not Available
- Format:Hardback
- Pages:232 pages
- Publisher:Saint Philip Street Press
- Publication Date:09/10/2020
- Category:
- ISBN:9781013279317
Other Formats
- Paperback / softback from £45.95
Information
-
Item not Available
- Format:Hardback
- Pages:232 pages
- Publisher:Saint Philip Street Press
- Publication Date:09/10/2020
- Category:
- ISBN:9781013279317