Influence of the ADC Errors on the Frequency Measurement Error for the Case of Applying of the Quadrature Demodulation Technique

A. Serov, N. Serov, Alexander R. Senchenko
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Abstract

Frequency measurement is one of the most important tasks in measurement technique today. The method based on quadrature demodulation is widely used to measure frequency of the electric power networks. The frequency measurement error by using this method contains two components: instrumental (associated with the imperfection of the used chips) and methodical (associated with the applied measurement method). The instrumental component associated with used chips imperfection (primarily the analog-to-digital converter – ADC) is discussed in this paper. The additive, multiplicative components error components nonlinearity and quantization error are considered. It is shown that the additive and multiplicative components practically do not affect to the frequency measurement error by the method under consideration. Particular attention is paid to ADC nonlinearity, since for most ADCs it prevails over quantization error and cannot be compensated for by approaches such as zero adjusting and calibration. To represent nonlinearity, the “worst case” method, approximation by polynomial functions, and representation of nonlinearity as random (stochastic) function are considered. Analytical expressions were obtained for estimating the frequency measurement error by the quadrature demodulation technique when it is represented by the discussed approaches. It is shown that the largest error occurs for nonlinearity, which form is close to pseudorandom. A simulation model of frequency measurement by this method was designed by Matlab and Simulink software packages, taking into account the considered ADC imperfections.
应用正交解调技术时ADC误差对测频误差的影响
频率测量是当今测量技术中最重要的任务之一。基于正交解调的频率测量方法被广泛应用于电网的频率测量。使用该方法的频率测量误差包含两个部分:仪器(与所用芯片的缺陷有关)和方法(与应用的测量方法有关)。本文讨论了与所用芯片缺陷相关的仪器元件(主要是模数转换器- ADC)。考虑了加性误差、乘性误差、非线性误差和量化误差。结果表明,加性分量和乘性分量对频率测量误差几乎没有影响。特别注意ADC的非线性,因为对于大多数ADC来说,它优于量化误差,不能通过调零和校准等方法来补偿。为了表示非线性,考虑了“最坏情况”方法、多项式函数逼近以及非线性作为随机函数的表示。用所讨论的方法表示正交解调技术测频误差时,得到了估计频率测量误差的解析表达式。结果表明,非线性误差最大,其形式接近于伪随机。在考虑到ADC缺陷的情况下,利用Matlab和Simulink软件包设计了该方法测频的仿真模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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