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空间目标的短时三维几何重构方法
引用本文:徐丹,符吉祥,孙光才,邢孟道,苏涛,保铮.空间目标的短时三维几何重构方法[J].电子与信息学报,2019,41(8):1952-1959.
作者姓名:徐丹  符吉祥  孙光才  邢孟道  苏涛  保铮
作者单位:西安电子科技大学雷达信号处理国家重点实验室 西安 710071;西安电子科技大学信息感知技术协同创新中心 西安 710071
摘    要:通常空间自旋目标的3维(3D)重构都是通过对散射点轨迹进行矩阵分解的方法得到的,散射点轨迹是从雷达序列图提取并关联得到的。由于散射点提取与关联误差的存在,3D重构会出现精度下降,甚至失败的问题。另一方面,转台目标的散射点轨迹符合圆属性,这与几何投影理论认为散射点投影轨迹的椭圆属性相违背。为解决以上问题,该文提出了基于短时的空间目标3D重构算法。首先对提取的散射点轨迹进行2维圆属性拟合,使其轨迹光滑,更接近理论曲线。然后采用多视角的方法估计雷达视角(LOS),通过乘以雷达视角构成的系数,将圆属性轨迹曲线转变成椭圆属性轨迹曲线。通过对散射点椭圆属性轨迹进行矩阵分解的方法获得目标的3D结构。最后通过2个实验验证了该文所提算法的有效性。

关 键 词:雷达序列图    短时空间目标3D重构    圆属性拟合    矩阵分解
收稿时间:2018-10-08

A Short Time 3D Geometry Reconstruction Method of Space Targets
Dan XU,Jixiang FU,Guangcai SUN,Mengdao XING,Tao SU,Zheng BAO.A Short Time 3D Geometry Reconstruction Method of Space Targets[J].Journal of Electronics & Information Technology,2019,41(8):1952-1959.
Authors:Dan XU  Jixiang FU  Guangcai SUN  Mengdao XING  Tao SU  Zheng BAO
Affiliation:1.National Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China2.Collaborative Innovation Center of Information Sensing and Understand, Xidian University, Xi’an 710071, China
Abstract:Generally speaking, Three Dimension (3D) imaging of spinning space target is obtained by performing matrix factorization method on the scattering trajectories obtained from sequential radar images. Because of the errors of scattering center extraction and association, the 3D reconstruction accurate is reduced or even fail. In addition, the scattering center trajectory from turntable target consists with circle nature, which is inconsistent with the elliptic property of the scattering center trajectory obtained by optical geometry projection. To tackle these problems, this paper proposes a short time 3D reconstruction method of space target. Firstly, the retrieved trajectory is fitted with 2D circular nature to make the trajectory smooth and closer to the theoretical curve. Then the radar Line Of Sight (LOS) is estimated by multiple views and the circular curve is converted into elliptical curve by multiplying the coefficients calculated by the LOS. The 3D reconstruction can be obtained by performing matrix factorization method on elliptical curves. Finally, the simulations verify the effectiveness of the proposed method.
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