Comparing global input-output behavior of frozen-equivalent LPV state-space models

被引:8
作者
Alkhoury, Ziad [1 ,2 ]
Petreczky, Mihaly [3 ]
Mercere, Guillaume [1 ]
机构
[1] Univ Poitiers, Lab Informat & Automat Syst, Batiment B25,2 Rue Pierre Brousse,TSA 41105, F-86073 Poitiers 9, France
[2] Univ Lille, IMT Lille Douai, Unite Rech Informat Automat, F-59000 Lille, France
[3] CNRS, Cent Lille, UMR 9189, CRIStAL,Ctr Rech Informat Signal & Automat Lille, F-59000 Lille, France
来源
IFAC PAPERSONLINE | 2017年 / 50卷 / 01期
关键词
LPV system identification; local approach; interpolation; modeling error; IDENTIFICATION;
D O I
10.1016/j.ifacol.2017.08.2182
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It is known that in general, frozen equivalent (Linear Parameter-Varying) LPV models, i.e., LPV models which have the same input-output behavior for each constant scheduling signal, might exhibit different input-output behavior for non-constant scheduling signals. In this paper, we provide an analytic error bound on the difference between the input-output behaviors of two LPV models which are frozen equivalent. This error bound turns out to be a function of both the speed of the change of the scheduling signal and the discrepancy between the coherent bases of the two LPV models. In particular, the difference between the outputs of the two models can be made arbitrarily small by choosing a scheduling signal which changes slowly enough. An illustrative example is presented to show that the choice of the scheduling signal can reduce the difference between the input-output behaviors of frozen equivalent LPV models. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:9766 / 9771
页数:6
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