A novel method for high-speed maneuvering target detection and motion parameters estimation

被引:7
|
作者
Tian, Mingming [1 ]
Liao, Guisheng [1 ]
Zhu, Shengqi [1 ]
He, Xiongpeng [1 ]
Li, Yunpeng [2 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Shaanxi, Peoples R China
[2] Xidian Univ, Key Lab Intelligent Percept & Image Understanding, Minist Educ, Xian 710071, Peoples R China
基金
中国国家自然科学基金;
关键词
Maneuvering target detection; Motion parameters estimation; Third-order keystone transform; Third-order range migration; Discrete polynomial-phase transform; RADON-FOURIER TRANSFORM; NON-SEARCHING METHOD; MOVING-TARGET; KEYSTONE TRANSFORM; ALGORITHM;
D O I
10.1007/s11045-020-00724-1
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper considers the problems of high-speed maneuvering target detection and motion parameters estimation with complex motions, involving range migration (RM) and Doppler frequency migration (DFM) induced by target's radial velocity, acceleration and jerk within the coherent integration interval. To address these problems, we propose a novel method based on the third-order keystone transform (TOKT) and first-order discrete polynomial-phase transform (FDPT) in this paper. Firstly, the TOKT is carried out to correct the third-order RM. Secondly, the matched filtering function is constructed to remove the quadratic DFM caused by radial jerk. After that, the FDPT is applied to reduce the target phase order. Then, the TOKT is employed again to eliminate the residual first-order RM related to target's radial acceleration, and a well-focused peak is acquired after azimuth fast Fourier transform (FFT) as well as range inverse FFT. Finally, based on the position of peak, the motion parameters of maneuvering targets can be estimated efficiently. Compared with the existing algorithms, the proposed method achieves a good balance between the computational complexity and detection ability. Numerical results verify the effectiveness of the proposed method.
引用
收藏
页码:1625 / 1647
页数:23
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