| LFM信号参数估计误差分析及改进算法 |
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| 引用本文： | 孙文磊,常文革,闫飞飞.LFM信号参数估计误差分析及改进算法[J].雷达科学与技术,2014,12(2):181-186. |
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| 作者姓名： | 孙文磊 常文革 闫飞飞 |
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| 作者单位： | 国防科技大学电子科学与工程学院,湖南长沙410073 |
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| 基金项目： | 国家自然科学基金(No.61371184) |
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| 摘 要： | 为进一步提高LFM信号参数估计的实时性和精确性,研究分析了分数阶傅里叶变换(FRFT)对LFM信号进行参数估计的误差来源,通过对其参数估计公式的研究,得出采样点数和搜索间隔对估计精度的不同影响,并提出了相应的改进算法。同时,采用DPT算法与FRFT离散并行快速算法相结合,提高了算法的实时性。最后,利用能量重心法对参数估计结果进行谱校正,进一步提高了估计精度。仿真结果表明,该算法对LFM信号参数估计精度高,性能接近CRLB,同时能够实现实时处理。
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| 关 键 词： | FRFT并行快速算法 线性调频信号 参数估计 实时处理 克拉美罗限 |
Error Analysis and Improved Algorithm for Parameter Estimation of LFM Signal |
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| SUN Wen-lei,CHANG Wen-ge,YAN Fei-fei.Error Analysis and Improved Algorithm for Parameter Estimation of LFM Signal[J].Radar Science and Technology,2014,12(2):181-186. |
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| Authors: | SUN Wen-lei CHANG Wen-ge YAN Fei-fei |
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| Affiliation: | (College of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China ) |
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| Abstract: | To improve the accuracy and real-time performance of parameter estimation for LFM signals, the factors are analyzed which affects the estimation based on FRFT.By studying the formulas of parameter estimation,an improved algorithm is proposed based on the choice of sample points and search interval.Mo-reover,a combination of the DPT algorithm and FRFT two-phase implementation is used to reduce the com-putation and improve the real-time performance.Finally,spectrum correction which based on energy bary-center correction method is used to handle the results and get higher accuracy of parameter estimation.As shown in the simulation results,the improved algorithms performance is close to the CRLB and can realize real-time processing. |
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| Keywords: | FRFT two-phase implementation LFM signal parameter estimation real-time process-ing Cramer-Rao low bound（CRLB） |
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