Time-delay identification for linear multi-input multi-output system

Author

Wang, Ya-hui ; Zhao, Ya-dan ; Hao, Xue-jun ; Cheng, Pei-xin

Author_Institution

Sch. of Electr. & Inf. Eng., Beijing Univ. of Civil Eng. & Archit., Beijing

fYear

2008

fDate

25-27 June 2008

Firstpage

4762

Lastpage

4766

Abstract

In this paper, a time-delay identification method for linear multi-input multi-output systems is proposed. Based on the existing research and improved on neural network time-delay identification method, an algorithm was applied to linear multivariable systems. By choosing proper criterion function, the system time-delay parameter could be estimated from the relationship between time-delay parameter and criterion function value. Simulation results show that the proposed method is feasible and effective.

Keywords

MIMO systems; delay systems; identification; linear systems; neurocontrollers; criterion function value; linear multi-input multi-output system; linear multivariable systems; neural network time-delay identification method; Automation; Civil engineering; Computational modeling; Intelligent control; Linear systems; MIMO; Neural networks; Parameter estimation; Polynomials; Robustness; Linear Multi-Input Multi-Output System; Neural Network; Time-Delay Identification;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on

Conference_Location

Chongqing

Print_ISBN

978-1-4244-2113-8

Electronic_ISBN

978-1-4244-2114-5

Type

conf

DOI

10.1109/WCICA.2008.4593694

Filename

4593694