Benchmark Data on a Linear Time- and Parameter-varying system

被引:6
|
作者
Lataire, J. [1 ]
Louarroudi, E. [1 ]
Pintelon, R. [1 ]
Rolain, Y. [1 ]
机构
[1] Vrije Univ Brussel, Dept ELEC, Pl Laan 2, B-1050 Brussels, Belgium
来源
IFAC PAPERSONLINE | 2015年 / 48卷 / 28期
关键词
Benchmark data; Linear system; Time-Varying system; Parameter Varying system; Electronic bandpass filter; IDENTIFICATION; ALGORITHMS;
D O I
10.1016/j.ifacol.2015.12.342
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article describes benchmark data for time-and parameter varying systems, from measurements conducted at the ELEC department, Vrije Universiteit Brussel. The system is an electronic bandpass filter, the resonance frequency of which can be varied in a controlled fashion. The signal that controls the resonance frequency is provided (and can be interpreted as a scheduling variable), along with the measured input and output signals, and the signals stored into the arbitrary waveform generator. The system is suitably modelled as a Linear Parameter Varying system, or as a Linear Time-Varying system if the scheduling variable is not used. The measurements are conducted in a low-noise environment, allowing for a Signal-to-Noise-Ratio of more than 60 dB. The system is mainly linear in its input-output relation, although some nonlinear effects are visible. The data includes different typical excitation scenarios, including band-limited noise, random phase multisines with sparse excited frequencies, piecewise constant scheduling, and slow, medium and fast varying scheduling. The data sets are available at the IFAC TC1.1 repository: http://tc.ifac-control.org/1/1/Data%20Repository. (C) 2015, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1477 / 1482
页数:6
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