Titlebook: Combined Parametric-Nonparametric Identification of Block-Oriented Systems; Grzegorz Mzyk Book 2014 Springer International Publishing Swit

泥土謙卑

內(nèi)向者

0170-8643 systems includes various interconnections of linear dynamic.This book considers a problem of block-oriented nonlinear dynamic system identification in the presence of random disturbances. This class of systems includes various interconnections of linear dynamic blocks and static nonlinear elements,

patriarch

樂器演奏者

雀斑

夾克怕包裹

構(gòu)成

Hammerstein System,h in two stages. First, the inner signal is recovered by a nonparametric regression estimation method (Stage 1) and then, system parameters are solved independently by the least squares (Stage 2). Convergence properties of the scheme are shown and rates of convergence are given.

十字架

閑逛

搖曳的微光

Large-Scale Interconnected Systems,ental variable estimate is proposed and compared with the least squares approach. The strong consistency of the presented parameter estimate is proved. Also the optimal values of instrumental variables are established, and the method of their suboptimal generation is presented. The conclusions are verified in numerical experiments.