脉冲重复周期调制下自适应陷波滤波器对相关干扰的抑制

Q3 Mathematics
S. Ziatdinov, L. Osipov
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引用次数: 1

摘要

引言:我们讨论了用不同阶数的自适应复数陷波滤波器抑制相关噪声的问题。为了消除有用信号的传输系数对其频率的依赖性,对脉冲重复周期进行调制。目的:研究脉冲重复周期调制对相关噪声抑制系数的影响。方法:以重复周期调制过程中滤波器输出处相关噪声的最小平均色散为准则,对陷波滤波器参数进行优化。结果:得到了调制重复周期时不同阶数的复自适应滤波器输出处相关噪声的方差表达式。给出了寻找最优值的关系式​​陷波滤波器的调谐频率和系数使其输出处的相关噪声电平最小化。在脉冲重复周期调制的背景下,获得了陷波滤波器的相关噪声抑制系数的表达式。图表显示了相关噪声抑制系数如何取决于不同值的探测信号重复周期偏差的相对值​​最佳或非最佳值下的相关噪声频谱密度宽度​​陷波滤波器的调谐频率和系数。结果表明,探测脉冲重复周期调制的使用导致相关噪声抑制系数的降低。另一方面,陷波滤波器和相关干扰的所采用的模型的加权系数的自适应提供了抑制系数的增加。实际相关性:在开发或研究相关噪声抑制系统时,所获得的结果使得在考虑抑制系数的允许损耗的情况下,合理选择输入脉冲重复周期偏差值,以消除“盲”频率的影响成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Suppression of correlated interference by adaptive notch filters under pulse repetition period modulation
 Introduction: We discuss the problem of correlated noise suppression by adaptive complex notch filters of various orders. In order to eliminate the dependence of the transmission coefficient of the useful signal on its frequency, the pulse repetition period is modulated. Purpose: Studying the influence of pulse repetition period modulation on the correlated noise suppression coefficient. Methods: The notch filter parameters were optimized with the criterion of minimum average dispersion of correlated noise at the output of the filters during the repetition period modulation. Results: Expressions are obtained for the variance of correlated noise at the output of complex adaptive filters of various orders when the repetition period is modulated. Relationships are given for finding the optimal values ​​of the tuning frequency and coefficients of the notch filters which minimize the correlated noise level at their output. Expressions are obtained for the coefficients of correlated noise suppression by notch filters in the context of pulse repetition period modulation. The graphs are presented showing how the correlated noise suppression coefficient depends on the relative value of the probing signal repetition period deviation for various values ​​of the correlated noise spectral density width at optimal or non-optimal values ​​of the tuning frequency and coefficients of the notch filters. It is shown that the use of probing pulse repetition period modulation leads to a decrease in the correlated noise suppression coefficient. On the other hand, the adaptation of the weighting coefficients for the adopted models of notch filters and correlated interference provides an increase in the suppression coefficient. Practical relevance: When developing or studying correlated noise suppression systems, the obtained results make it possible, taking into account the permissible losses of the suppression coefficient, to reasonably choose the input pulse repetition period deviation value in order to eliminate the effect of “blind” frequencies.
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来源期刊
Informatsionno-Upravliaiushchie Sistemy
Informatsionno-Upravliaiushchie Sistemy Mathematics-Control and Optimization
CiteScore
1.40
自引率
0.00%
发文量
35
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