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Parameters estimation for chirp signal based on QPF-FRFT

机译:基于QPF-FRFT的Chirp信号的参数估计

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摘要

Accuracy and speed of parameters estimation for radar signal is very important in optical wireless communications. In order to implement high accuracy and fast speed of parameters estimation, a new estimation algorithm is presented in the paper. The method is based on quadratic phase function (QPF) and fractional Fourier transform (FRFT), which is used to estimate parameters for the chirp signal. In order to avoid two-dimensional searching during FRFT, chirp rate is directly estimated by QPF method, and then the optimum transform order of FRFT is calculated by estimating the chirp rate. Finally, center frequency and amplitude of the chirp signal are estimated by FRFT. Simulation results show that the proposed QPF-FRFT method is faster than the FRFT method and two step maximum modulus searching method. Otherwise, when the SNR is higher than-4dB, the center frequency, chirp rate and amplitude of chirp signal can be estimated by QPF-FRFT method more accurately than FRFT method. In conclusion, results on experimental of chirp signal illustrate the efficient performance of the algorithm.
机译:雷达信号的参数估计的准确性和速度在光学无线通信中非常重要。为了实现高精度和快速参数估计速度,纸张中提出了一种新的估计算法。该方法基于二次相位函数(QPF)和分数傅里叶变换(FRFT),其用于估计啁啾信号的参数。为了避免在FRFT期间的二维搜索,通过QPF方法直接估计啁啾率,然后通过估计啁啾率来计算FRFT的最佳变换顺序。最后,啁啾信号的中心频率和幅度由FRFT估计。仿真结果表明,所提出的QPF-FRFT方法比FRFT方法和两步最大模量搜索方法更快。否则,当SNR高于-4DB时,可以通过比FRFT方法更精确地通过QPF-FRFT方法估计中心频率,啁啾率和啁啾信号的幅度。总之,啁啾信号实验结果说明了算法的有效性能。

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