Joint Estimation of Doppler Stretch and Time Delay of Wideband Echoes for LFM Pulse Radar Based on Sigmoid-FRFT Transform under the Impulsive Noise Environment

被引:7
|
作者
Li, Li [1 ,2 ]
Younan, Nicolas H. [2 ]
Shi, Xiaofei [2 ,3 ]
机构
[1] Dalian Univ, Coll Informat Engn, Dalian 116622, Peoples R China
[2] Mississippi State Univ, Dept Elect & Comp Engn, Starkville, MS 39762 USA
[3] Dalian Maritime Univ, Informat Sci & Technol Coll, Dalian 116026, Peoples R China
来源
ELECTRONICS | 2019年 / 8卷 / 02期
基金
中国国家自然科学基金;
关键词
impulsive noise; Sigmoid transform; fractional Fourier transform; linear frequency modulation (LFM) pulse radar; parameter estimation; FREQUENCY ANALYSIS;
D O I
10.3390/electronics8020121
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To overcome the limitation of performance degradation of existing methods based on fractional Fourier transform in impulsive noise, and fractional lower-order statistics based method dependence on a priori knowledge of the noise, a novel Sigmoid fractional Fourier transform (Sigmoid-FRFT) is presented in this paper. This novel approach is then used to estimate the Doppler stretch and time delay. Furthermore, the properties of the Sigmoid transform, robustness and boundedness of the Sigmoid-FRFT to the S a S noise, and the computation complexity of the Sigmoid-FRFT method are presented to evaluate the performance of the proposed method. Simulation results and theoretical analysis are presented to demonstrate the applicability of the forgoing method. It is shown that the proposed method not only can effectively suppress impulsive noise interference but also does not need a priori knowledge of the noise, with higher estimation accuracy and lower computational complexity in impulsive noise environments.
引用
收藏
页数:13
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