Features of Modeling of Analog-to-Digital Converter Transfer Function by Simulink

Andrev N. Serov, N. Serov, P. Tzvetkov
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Abstract

Analog-to-digital converters (ADC) are the most commonly used converters at measuring and control devices. The transfer function of a real ADC is different from the ideal one. There are additive, multiplicative and nonlinear components of the error. The number of bits of any ADC is finite, which results to the appearance of quantization error. Due to the presence of aperture delay and aperture jitter, there is a variable in time delay of sampling of the input signal. In case of measuring the integral parameters of the signal (root mean square value, active power, reactive power, apparent power, etc.), the evaluation of the impact of the ADC nonidealities at an analytical form is a difficult task. This is especially true in the case of nonlinearity and quantization error. For this reason, it is of interest to estimate the measurement error by performing simulation mathematical modeling. The problem under consideration is also relevant in the educational process for all areas related to measurement technology, where the simulation is actually the only opportunity in a limited academic semester time to assess the impact of these nonidealities of ADC measurement error of the considered parameter. Build of the ADC effective model can be done using Simulink. The article describes the sources of the ADC nonideality and approaches for their modeling by Simulink. The features of the modeling of ADC nonlinearity of successive approximation and Sigma-Delta ADC architectures. The model of the ADC, taking into account all these parameters.
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用Simulink建模模数转换器传递函数的特点
模数转换器(ADC)是测量和控制设备中最常用的转换器。实际模数转换器的传递函数与理想模数转换器的传递函数不同。误差有加性分量、乘性分量和非线性分量。任意ADC的比特数都是有限的,这就导致了量化误差的出现。由于孔径延迟和孔径抖动的存在,输入信号的采样时间延迟是可变的。在测量信号的积分参数(均方根值、有功功率、无功功率、视在功率等)时,以解析形式评估ADC非理想性的影响是一项困难的任务。在非线性和量化误差的情况下尤其如此。因此,通过进行仿真数学建模来估计测量误差是很有意义的。所考虑的问题也与与测量技术相关的所有领域的教育过程相关,其中模拟实际上是在有限的学期时间内评估所考虑参数的ADC测量误差的这些非理想性的影响的唯一机会。利用Simulink可以建立ADC的有效模型。本文介绍了ADC非理想性的来源以及用Simulink对其进行建模的方法。逐次逼近和Sigma-Delta ADC结构非线性建模的特点。ADC的模型,考虑到所有这些参数。
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