Two approaches for state space realization of NARMA models:: Bridging the gap

被引：28

作者：

Kotta, Ü

Sadegh, N

机构：

[1] Tallinn Tu, Inst Cybernet, EE-12618 Tallinn, Estonia

[2] Georgia Inst Technol, GW Woodruff Sch Mech Engn, Atlanta, GA 30332 USA

来源：

MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS | 2002年 / 8卷 / 01期

关键词：

algebraic methods; discrete-time system; input-output systems; mathematical modeling; NARMA model; nonlinear control system; realizability;

D O I：

10.1076/mcmd.8.1.21.8340

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This paper studies the necessary and sufficient conditions for observable realization of a general class of nonlinear high-order input-output difference equations. In particular, it proves the equivalence of the two seemingly different existing approaches in the literature. The paper also provides a subclass of NARMA input-output models that are guaranteed to have an observable realization. It is shown that this class covers several important subclasses of existing NARMA models.

引用

页码：21 / 32

页数：12

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