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Estimating the parameters of chirp signals: an iterative approach

机译:估计线性调频信号的参数:一种迭代方法

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摘要

This correspondence is concerned with the problem of estimating the parameters of constant amplitude chirp signals embedded in noise. An estimation algorithm based on a simple iterative approach is proposed whose main characteristics include accuracy, reduction in the error propagation effect, and operation over a wide range of phase parameter values. The estimation is quite robust against additive noise and is shown to achieve the Cramer-Rao lower bound even at relatively low signal-to-noise ratios. Simulation results are presented that justify the viability of the new algorithm and demonstrate its better performance as compared with the existing techniques.
机译:这种对应关系涉及估计嵌入噪声中的恒定幅度线性调频信号的参数的问题。提出了一种基于简单迭代方法的估计算法,其主要特征包括准确性,减小误差传播效应以及在较大范围的相位参数值上进行运算。该估计对于加性噪声非常鲁棒,并且显示出即使在相对较低的信噪比下也能达到Cramer-Rao下限。仿真结果证明了新算法的可行性,并证明了与现有技术相比更好的性能。

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