DocumentCode
2304426
Title
An algorithm for non-parametric model identification and curve fitting
Author
Huang, Yi-Pai ; Yongxuan Huang ; Huang, Yi-Pai
Author_Institution
Comput. Lab., Oxford Univ., UK
Volume
5
fYear
1998
fDate
11-14 Oct 1998
Firstpage
4353
Abstract
In this paper, a new algorithm for non-parametric model identification and curve fitting is presented. The discrete impulse response function of a linear system is first estimated by using M-sequence, which enable the real-time robust control. Then, the discrete curve is fitted into some continuous functions using a hierarchy fitting strategy. The experiments show high precision of the algorithm. Besides, the formula we give in this approach can be used as the scale model formula for the H∞ control system design
Keywords
H∞ control; curve fitting; identification; linear systems; real-time systems; robust control; transient response; H∞ control; curve fitting; discrete impulse response; hierarchy fitting; identification; linear system; nonparametric model; real-time system; robust control; Control system synthesis; Correlation; Curve fitting; Data engineering; Data storage systems; Laboratories; Linear systems; Real time systems; Robust control; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1062-922X
Print_ISBN
0-7803-4778-1
Type
conf
DOI
10.1109/ICSMC.1998.727532
Filename
727532
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