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Estimation Algorithm Non-Stationary Frequency of the Sinusoidal Signal
arXiv - CS - Systems and Control Pub Date : 2021-09-20 , DOI: arxiv-2109.09347 S. I. Nizovtsev, S. V. Shavetov, A. A. Pyrkin
arXiv - CS - Systems and Control Pub Date : 2021-09-20 , DOI: arxiv-2109.09347 S. I. Nizovtsev, S. V. Shavetov, A. A. Pyrkin
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.
中文翻译:
正弦信号的非平稳频率估计算法
文章考虑了识别正弦信号的可变频率的问题。为了获得信号的回归模型,对原始解析表达式进行迭代微分,并应用交换引理。非平稳频率参数的估计是使用回归量和混合 (DREM) 程序的动态扩展和 Luenberger 观测器来实现的。作为数值模拟的结果,证明了所提出算法的效率,显示了频率估计对真实值的收敛。
更新日期:2021-09-21
中文翻译:
正弦信号的非平稳频率估计算法
文章考虑了识别正弦信号的可变频率的问题。为了获得信号的回归模型,对原始解析表达式进行迭代微分,并应用交换引理。非平稳频率参数的估计是使用回归量和混合 (DREM) 程序的动态扩展和 Luenberger 观测器来实现的。作为数值模拟的结果,证明了所提出算法的效率,显示了频率估计对真实值的收敛。