NDLI: An algorithm for non-parametric model identification and curve fitting

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An algorithm for non-parametric model identification and curve fitting

Content Provider	IEEE Xplore Digital Library
Author	Huang, Y. Yongxuan Huang Huang, Y.
Copyright Year	1998
Description	Author affiliation: Comput. Lab., Oxford Univ., UK (Huang, Y.)
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/sub /spl infin// control system design.
Starting Page	4353
Ending Page	4356
File Size	226619
Page Count	4
File Format	PDF
ISBN	0780347781
ISSN	1062922X
DOI	10.1109/ICSMC.1998.727532
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1998-10-14
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Curve fitting Data engineering Linear systems Laboratories Systems engineering and theory Data storage systems Real time systems Robust control Control system synthesis Correlation
Content Type	Text
Resource Type	Article

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