ORTHOGONAL LEAST-SQUARES PARAMETER-ESTIMATION ALGORITHMS FOR NONLINEAR STOCHASTIC-SYSTEMS

被引：9

作者：

BILLINGS, SA

JONES, GN

机构：

[1] Department of Automatic Control and Systems Engineering, The University, Sheffield, SI 3JD, Mappin Street

来源：

INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE | 1992年 / 23卷 / 07期

关键词：

D O I：

10.1080/00207729208949363

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The derivations of orthogonal least-squares algorithms based on the principle of Hsia's method and generalized least-squares are presented. Extensions to the case of non-linear stochastic systems are discussed and the performance of the algorithms is illustrated with the identification of both simulated systems and linear models of an electric arc furnace and a gas furnace.

引用

页码：1019 / 1032

页数：14

共 10 条

[1]

[Anonymous], 1968, SPECTRAL ANAL ITS AP

[2]

BILLINGS SA, 1986, INT J CONTROL, V44, P235, DOI 10.1080/00207178608933593

[3] IDENTIFICATION OF AN ELECTRIC-ARC FURNACE ELECTRODE-CONTROL SYSTEM [J].