A high-resolution ground moving target imaging method based on motion compensation

被引:0
作者
Wang Chao [1 ]
Wang Yanfei [1 ]
Wang Qi [1 ]
Liu Chang [1 ]
Liu Bidan [1 ]
机构
[1] Chinese Acad Sci, Inst Elect, Dept Airborne Microwave Remote Sensing Syst, Beijing, Peoples R China
来源
GLOBAL INTELLIGENCE INDUSTRY CONFERENCE (GIIC 2018) | 2018年 / 10835卷
基金
中国国家自然科学基金;
关键词
unmanned aerial vehicle (UAV); synthetic aperture radar (SAR); high-resolution; ground moving target imaging (GMTIm); motion compensation;
D O I
10.1117/12.2505135
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Imaging and parameter estimation of moving targets in airborne single-antenna high-resolution synthetic aperture radar (SAR) system is affected by motion errors, which cause defocusing and dislocation of moving targets. Motion errors derive from platform flight deviation and unknown target velocity and estimating all motion errors once is difficult because both aspects influence each other, especially in unmanned aerial vehicle (UAV) systems. We find that the platform flight deviation has the same effect on stationary targets and moving ones. Exploiting this similarity, we propose a novel ground moving target motion compensation method. Platform flight errors are extracted from stationary targets by autofocus algorithms and compensated for moving targets. And then Hough transform (HT) and Map-Drift (MD) technique is used to estimate the radial velocity and the along-track velocity, and range cell migration correction (RCMC) is completed by estimated velocities. Furthermore, PGA technique is adopted to estimate and correct residual phase errors. The effectiveness of the proposed algorithm is validated by the real data.
引用
收藏
页数:6
相关论文
共 5 条
[1]   Theory of synthetic aperture radar imaging of a moving target [J].
Jao, JK .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (09) :1984-1992
[2]  
Li Y, 2011, WOODHEAD PUBL MATER, P1
[3]   Coherent MapDrift Technique [J].
Samczynski, Piotr ;
Kulpa, Krzysztof S. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (03) :1505-1517
[4]   PHASE GRADIENT AUTOFOCUS - A ROBUST TOOL FOR HIGH-RESOLUTION SAR PHASE CORRECTION [J].
WAHL, DE ;
EICHEL, PH ;
GHIGLIA, DC ;
JAKOWATZ, CV .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1994, 30 (03) :827-835
[5]   Ground Moving Targets Imaging Algorithm for Synthetic Aperture Radar [J].
Zhu, Shengqi ;
Liao, Guisheng ;
Qu, Yi ;
Zhou, Zhengguang ;
Liu, Xiangyang .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (01) :462-477