ADC量化噪声对频谱测量误差的估计方法

A. Serov, N. Serov, D. Chumachenko
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引用次数: 4

摘要

目前,基于离散傅里叶变换(DFT)的频谱测量方法最为流行。要执行DPF,输入信号必须是离散的,这意味着在测量通道中存在模数转换器(ADC)。任何ADC的分辨率都是有限的,并且会产生量化误差。由于模数转换器量化的误差,会导致幅谱和相位谱的附加测量误差。仿真结果表明,现有的误差估计方法严重高估了该误差的估计值。本文提出了一种估计由ADC量化噪声引起的幅谱测量误差的新方法(“复合”法)。该方法基于一个简单的解析函数来近似ADC输出信号(代码)的频谱。在给定输入信号、ADC芯片和采样率的情况下,得到了由ADC量化噪声引起的信号频谱测量误差的解析表达式。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。仿真结果在Matlab软件包中得到。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimating Method of the Spectrum Measurement Error Caused by the ADC Quantization Noiset
Currently, the method of spectrum measurement based on the application of discrete Fourier transform (DFT) is the most popular. To perform DPF, the input signal must be discrete, which implies the presence of an analog-to-digital converter (ADC) in the measuring channel. Resolution of any ADC is finite, and it is create the quantization error. The error of ADC quantization results to additional measurement error of amplitude and phase spectrum. The simulation results show that the existing methods of estimation of this error results to a significant overstatement of the evaluation value. The paper considers a new technique (the “composite” method) of estimating the measurement error of amplitude spectrum caused by the ADC quantization noise. The proposed method is based on approximation of the spectrum of the ADC output signal (code) by a simple analytical function. Analytical expressions which allow for a given input signal, ADC chip and sample rate to estimate the measurement error of the signal spectrum caused by the ADC quantization noise are obtained. The comparison of the proposed method of error estimation with the existing methods is performed. Simulation results are obtained in Matlab software package.
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