吉林大学学报(信息科学版)

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频谱泄漏效应补偿的信号处理方法研究

刘春艳1, 王春民1,2, 崔艳群1, 尹晶1, 白烨1   

  1. 1. 长春理工大学光电信息学院电子工程分院, 长春130012;2. 吉林大学仪器科学与电气工程学院, 长春130061
  • 收稿日期:2015-04-01 出版日期:2016-05-25 发布日期:2016-12-21
  • 作者简介:刘春艳(1981—), 女, 内蒙古赤峰人, 长春理工大学光电信息学院讲师, 主要从事检测与信号处理研究, (Tel)86-15104403708(E-mail)349328793@ qq. com; 通讯作者: 王春民(1948—摇), 男, 长春人, 吉林大学教授, 长春理工大学光电信息学院教授, 主要从事信号处理、现代控制理论及系统辨识与仿真研究, (Tel)86-8143030136(E-mail)wcm@ jlu.edu. cn。
  • 基金资助:

    吉林省十三五科研规划基金资助项目(2015581); 吉林省科技发展计划重点基金资助项目(20120328)

Research on Signal Processing Method of Spectrum Leakage Compensation

LIU Chunyan1, WANG Chunmin1,2, CUI Yanqun1, YIN Jing1, BAI Ye1   

  1. 1. Department of Electronic Engineering, College of Optical and Electronical Information Changchun University of Science and Technology, Changchun 130012, China; 2. College of Instrumentation & Electrical Engineering, Jilin University, Changchun 130061, China
  • Received:2015-04-01 Online:2016-05-25 Published:2016-12-21

摘要:

为减小频谱泄漏对谱分析的影响, 将传统离散傅里叶变换(DFT: Discrete Fourier Transform)的方法和运算从经典的一维频谱扩展到二维时频谱, 在此基础上对简谐信号存在能量泄漏的频谱中任意频率成分的幅值与时域信号截断长度的关系(时谱)进行实验研究, 从而提出一种信号的时谱描述方法。实验结果表明, 在频谱泄漏条件下任意频率成分的幅值随时域信号截断长度的变化遵从sinc 函数, 基于这种关系可完成简谐信号任意截断条件下的频谱构造, 实现零误差幅值谱构成, 得到非整周期截断时DFT 幅值谱误差与信号中所含周期数的关系服从指数规律, 且当信号长度是周期的10 倍时, DFT 频谱产生的标准差约为0. 001。

关键词: 频谱泄漏, 时谱, sinc 函数, 频谱构造

Abstract:

To reduce the influence of spectrum leakage of spectrum analysis, the method and operation of traditional DFT(Discrete Fourier Transform) are expanded from classical one-dimension spectrum to a time-frequency spectrum of two-dimension, and the relationship between a frequency component's amplitude in energy leakage spectrum and truncating length of a time-domain signal is examined in terms of time-spectrum. The result indicates that the amplitude fluctuation of any frequency component along with the truncating length of the time-domain signal complies with sinc function, so that a expression of signal can be presented in time-spectrum with a sinc function. The spectrum from any appointed signal length is constructed and zero error of amplitude spectrum is implemented. The index law that the relationship between DFT spectrum amplitude error under un-period truncation and signal cycles is obtained. When the signal cycle length is 10 times, DFT spectrum produced by the standard deviation is about 0. 001.

Key words: spectrum leakage, time spectrum, sinc function, spectrum structure

中图分类号: 

  • TN911. 7