TY - BOOK AU - Kenderi, Gábor PY - 2018 TI - Nonparametric identification of nonlinear dynamic systems AB - 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.Umfang: XXVIII, 194 S.Preis: €47.00 | £43.00 | $83.00 PB - KIT Scientific Publishing CY - Karlsruhe KW - nichtparametrische Identifikation KW - nichtlineare dynamische System KW - Kalman Filter KW - nonparametric identification KW - nonlinear dynamic system SN - 978-3-7315-0834-2 DO - 10.5445/KSP/1000085419 SE - 240