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arXiv 2109.09347eess.SYcs.SYeess.SP
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正弦信号非平稳频率的估计算法

Estimation Algorithm Non-Stationary Frequency of the Sinusoidal Signal

S. I. Nizovtsev, S. V. Shavetov, A. A. Pyrkin

摘要:

本文研究了正弦信号的变频识别问题。为了获得信号的回归模型,执行原始解析表达式的迭代微分,并且应用交换引理。非平稳频率的参数估计是使用动态扩展的回归和混合(DREM)过程和Luenberger观测器。数值仿真的结果表明,该算法是有效的,表明频率估计的收敛到真值。

英文摘要:

The article considers the problem of identifying the variable frequency of a sinusoidal signal. To obtain a regression model of the signal, an iterative differentiation of the original analytical expression is performed, and the swapping lemma is applied. The estimation of the parameters of the non-stationary frequency is implemented using the dynamic expansion of the regressor and mixing (DREM) procedure and the Luenberger observer. As a result of the numerical simulation, the efficiency of the proposed algorithm is demonstrated, showing the convergence of the frequency estimate to the true value.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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