PREDICTION-ERROR ESTIMATION ALGORITHM FOR NON-LINEAR OUTPUT-AFFINE SYSTEMS

被引：13

作者：

CHEN, S

BILLINGS, SA

机构：

[1] Univ of Sheffield, Sheffield, Engl, Univ of Sheffield, Sheffield, Engl

来源：

INTERNATIONAL JOURNAL OF CONTROL | 1988年 / 47卷 / 01期

关键词：

CONTROL SYSTEMS; NONLINEAR - Analysis - MATHEMATICAL TECHNIQUES - Algorithms;

D O I：

10.1080/00207178808906012

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A prediction-error estimation algorithm is developed for nonlinear discrete-time systems which can be represented by the output-affine difference equation model. The theory of hypothesis testing is employed to select a model with the correct structure. Problems relating to the use of output-affine models in the identification of nonlinear systems are discussed, and a comparison with the NARMAX (nonlinear ARMAX) model is given.

引用

页码：309 / 332

页数：24

共 13 条

[1]

Bierman G. J., 1977, FACTORIZATION METHOD

[2] A PREDICTION-ERROR AND STEPWISE-REGRESSION ESTIMATION ALGORITHM FOR NONLINEAR-SYSTEMS [J].