1 option
Nonparametric identification of nonlinear dynamic systems
- Format:
- Book
- Author/Creator:
- Kenderi, Gábor
- Series:
- Schriftenreihe des Instituts für Technische Mechanik, Karlsruher Institut für Technologie
- Language:
- English
- Physical Description:
- 1 online resource (XXVIII, 194 p. p.)
- Place of Publication:
- KIT Scientific Publishing 2018
- Language Note:
- English
- Summary:
- 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.
- ISBN:
- 1000085419
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.