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

机译:线性时变参数系统上的基准数据 *

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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, randomphase 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.
机译:本文介绍了随时间和参数变化系统的基准数据,这些数据是在布鲁塞尔Vrije大学ELEC部门进行的测量中得出的。该系统是一个电子带通滤波器,其谐振频率可以受控方式变化。提供控制共振频率的信号(可以解释为调度变量),以及测得的输入和输出信号,以及存储在任意波形发生器中的信号。将该系统适当地建模为线性参数可变系统,或者如果不使用调度变量,则可以建模为线性时变系统。测量是在低噪声环境中进行的,信噪比超过60 dB。该系统的输入输出关系主要是线性的,尽管可以看到一些非线性影响。数据包括不同的典型激励方案,包括带限噪声,具有稀疏激励频率的随机相位多正弦波,分段恒定调度以及慢速,中速和快速变化的调度。数据集可从IFAC TC1.1存储库获得:http://tc.ifac-control.org/1/1/Data%20Repository。

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