周期离散信号直流偏置电压的不同估计方法综述

M. C. Arva, N. Bizon, Mirel Stanica, E. Diaconescu
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引用次数: 0

摘要

在信号处理的许多工程和科学领域中,需要对离散周期信号的直流分量进行精确和有效的估计。本文给出了几种估计离散周期信号直流分量的方法。本文的主要目的是说明使用直流偏置估计方法对测量精度的影响,并对几种估计方法进行比较。估计方法包括算术平均法、离散傅立叶变换法、线性回归散射法和高阶插值最小二乘法。给出了每种方法的理论要素和建模与仿真要素。对方法的准确性进行评估,其中每种方法都给出了真实误差和标准偏差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Review of Different Estimation Methods of DC Offset Voltage For Periodic-Discrete Signals
The precise and efficient estimation of the DC component of the discrete periodic signals is required and used in many engineering and scientific fields of signal processing. In this paper there are presented several methods of estimating the DC component for discrete periodic signals. The main purpose of this paper is to show the influence of using a method of estimating DC offset on the precision of measurements and the present a comparison between several estimation methods. The estimation methods include the arithmetic mean method, the method using the Discreet Fourier Transform (DFT), the linear regression scattering method and the least squares method using high order interpolation. There are presented both theory elements and modeling and simulation elements specific to each method. An evaluation of the accuracy of the methods in which both the true error and the standard deviation are presented for each method is also performed.
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