Noise Analysis of Statistical Performance and Correlation for Adaptive Notch Filter

LI Ming; TU Ya-qing; SHEN Yan-lin; SHEN Ting-ao; MAO Yu-wen

doi:10.3969/j.issn.0372-2112.2018.09.010

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Noise Analysis of Statistical Performance and Correlation for Adaptive Notch Filter

更新时间：2025-07-16

- Noise Analysis of Statistical Performance and Correlation for Adaptive Notch Filter
- Acta Electronica Sinica Vol. 46, Issue 9, Pages: 2108-2114(2018)
- 作者机构：
  
  后勤工程学院后勤信息与军事物流工程系,重庆,401311
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.0372-2112.2018.09.010
  CLC： TN911.7
- Published Online：25 September 2018，
  
  Published：2018
- 稿件说明：
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LI Ming, TU Ya-qing, SHEN Yan-lin, et al. Noise Analysis of Statistical Performance and Correlation for Adaptive Notch Filter[J]. Acta Electronica Sinica, 2018, 46(9): 2108-2114.
DOI：

LI Ming, TU Ya-qing, SHEN Yan-lin, et al. Noise Analysis of Statistical Performance and Correlation for Adaptive Notch Filter[J]. Acta Electronica Sinica, 2018, 46(9): 2108-2114. DOI： 10.3969/j.issn.0372-2112.2018.09.010.

摘要

噪声是造成自适应陷波器（Adaptive Notch Filter，ANF）频率估计结果有偏的主要原因之一，在低信噪比条件下，噪声将极大的影响ANF频率估计方法的性能，特别在进行ANF统计性能分析的过程中，ANF传递函数的线性近似方法不再适用，此时将无法对ANF频率估计方法的精度等性能进行准确评估.为此，首先利用相关函数和功率谱分析噪声经不同变换后均值与方差的统计性能；其次，利用噪声分析的统计性能结果计算ANF频率估计方法的性能，为提升ANF频率估计方法的精度奠定理论分析基础；最后，对ANF频率估计方法的性能进行理论值与实际值的比对分析，结果表明噪声分析方法的有效性，并可近似预测ANF频率估计方法的稳态性能.

Abstract

Noise are one of the main reasons for biased frequency estimation of ANF (Adaptive Notch Filter). Noise will greatly affect the performance of ANF frequency estimation method under low SNR. When analyzing the ANF statistical performance

some linear approximation methods for ANF transfer function will degrade

the performance of ANF frequency estimation method cannot be evaluated precisely. So the noise statistical performances of mean and variance after different transform are analyzed by using correlation function and power spectrum method. Noise statistical performance results are used for performance analysis of ANF frequency estimation method

meanwhile a theoretical analysis foundation is established to improve the accuracy of ANF frequency estimation method. The performances of ANF frequency estimation method are compared by the theoretical values and the actual values

which show the effectiveness of the noise analysis method

and the steady-state performance of frequency estimation can be estimated approximately.

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Joint Estimation for Frequency and 2-D DOA in Nonuniform Noise

Hardware Implementation an Iterative Algorithm for Single-Frequency Estimation

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