ADC非线性引起的幅谱测量误差估计方法的比较分析

A. Serov, N. Serov, Ekaterina A. Dolgacheva
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引用次数: 10

摘要

在测量周期信号的频谱时,误差中最重要的仪器分量是由模数转换器(ADC)转换函数的非线性引起的误差。该分量不能通过调零或校准测量通道来消除。这个误差分量的补偿程序必须对每个测量装置单独进行,这将导致最终成本的显著增加。与模拟结果相比,现有的方法提供了非常高估的结果。本文提出了一种“组合”方法,该方法由“平滑”、“锯齿”和“伪随机”三分量的非线性表示组成。得到了在特定的ADC非线性表示方式下,可以计算频谱测量误差的解析关系。将所提出的误差估计方法与现有的误差估计方法进行了比较。在Matlab中进行了仿真建模。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Analysis of the Methods for Estimating the Measurement Error of the Amplitude Spectrum Caused by the ADC Nonlinearity
When measuring the spectrum of the periodic signal, the most important instrumental component of the error is the error caused by the nonlinearity of the analog-to-digital converter (ADC) conversion function. This component cannot be eliminated by zero adjustment or calibration of the measurement channel. The procedure for compensation of this error component must be carried out individually for each measuring device, which will result in a significant increase in the final costs. The existing methods provide very overestimated results in comparison with the results of simulation. The article proposes the use of a “combined” method consisting of the nonlinearity representation in the form of three components: “smooth”, “sawtooth” and “pseudo-random”. Analytical relations that allows to calculate the spectrum measurement error at the specified approach to the representation of the ADC nonlinearity are obtained. The comparison of the proposed method of error estimation with the existing methods was performed. The results of simulation modeling are obtained in the Matlab.
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