14th IFAC Symposium on System Identification, SYSID 2006

SYSID-2006 Paper Abstract

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Paper WeA1.5

Chen, Han Fu (AMSS, Chinese Acad. of Sciences), Hu, Xiao-Li (AMSS, Chinese Acad. of Sciences)

Identification and Adaptive Control for Hammerstein and Wiener Systems

Scheduled for presentation during the Regular Session "Identification of Nonlinear Systems" (WeA1), Wednesday, March 29, 2006, 11:50−12:10, Concert Hall

14th IFAC Symposium on System Identification, March 29 - 31, 2006, Newcastle, Australia

This information is tentative and subject to change. Compiled on July 17, 2018

Keywords Recursive Identification, Identification for Control, Nonparametric Methods

Abstract

For the Hammerstein and Wiener systems the paper gives i) the strongly consistent estimates for the coefficients contained in the linear subsystem; ii) the strongly consistent estimate for f(u) at any u; iii) the optimal adaptive regulation control. No assumption is made on the structure of f(.). The estimates and adaptive control are given by the stochastic approximation algorithms with expanding truncations.