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基于一元线性回归理论的数字正弦信号频率测量算法

易龙强

电测与仪表2011,Vol.48Issue(3):20-24,58,6.
电测与仪表2011,Vol.48Issue(3):20-24,58,6.

基于一元线性回归理论的数字正弦信号频率测量算法

A Digital Sinusoidal Signal Frequency Measurement Algorithm Based on Linear Regression Analysis Theory

易龙强1

作者信息

  • 1. 威胜集团有限公司,长沙,410013
  • 折叠

摘要

Abstract

In order to improve the signal noise and interference suppression capability for the traditional method of zero - crossing frequency measurement, and to solve the minimum phase resolution problem of digital measurement system,this paper presents a linear regression theory based frequency measurement algorithm for digital sinusoidal signal. The algorithm is based on principles of mathematical statistics, and the data analysis does not care about the exact location of zero - crossing signal and the accuracy of the single point sample values, but the multi - point statistical data near zero - crossing signal. Therefore, the algorithm has a strong signal noise and interference suppressive capability. In addition, the algorithm results have the optimal characteristics of data analysis, so it is with high aocuraey. Finally, the algorithm design process and implementation methods have been presented, and the simulation and experiment results of algorithm have been provided. The results show that the algorithm is simple, practical, accurate, and it provides a novel, practical, stable and accurate new method for the digital measurement equipment of power system to measure various types of measurements like zero -crossing phase detection, frequency detection, signal phase detection and power quality analysis.

关键词

一元线性回归/频率测量/数字正弦信号

Key words

linear regression/ frequency measurement/ digital sinusoidal signal

分类

信息技术与安全科学

引用本文复制引用

易龙强..基于一元线性回归理论的数字正弦信号频率测量算法[J].电测与仪表,2011,48(3):20-24,58,6.

电测与仪表

OA北大核心CSTPCD

1001-1390

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