TY  - GEN
AU  - Kenderi,Gábor
TI  - Nonparametric identification of nonlinear dynamic systems
SN  - KSP/1000085419
PY  - 2018///
PB  - KIT Scientific Publishing
KW  - nichtlineare dynamische System
KW  - Kalman Filter
KW  - nonlinear dynamic system
KW  - nonparametric identification
KW  - nichtparametrische Identifikation
N1  - Open Access
N2  - 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
UR  - https://www.ksp.kit.edu/9783731508342
UR  - https://directory.doabooks.org/handle/20.500.12854/54766
ER  -