Moving Target Tracking in Single- and Multichannel SAR

被引:44
作者
Henke, Daniel [1 ]
Dominguez, Elias Mendez [1 ]
Small, David [1 ]
Schaepman, Michael E. [1 ]
Meier, Erich [1 ]
机构
[1] Univ Zurich, Dept Geog, Remote Sensing Labs, CH-8057 Zurich, Switzerland
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2015年 / 53卷 / 06期
关键词
Ground moving target indication (GMTI); Kalman filtering; moving target tracking; radar signal analysis; radar velocity measurement; synthetic aperture radar (SAR); tracking filters; EXTRACTION; SYSTEM;
D O I
10.1109/TGRS.2014.2369060
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Methods for moving target tracking in single- and multichannel synthetic aperture radar (SAR) are presented and evaluated using data from the F-SAR system. An approach based on temporal and spatial overlapping SAR images, image statistics, and multitarget unscented Kalman filtering showed promising results for a single-channel linear SAR experiment. Here, we extend this approach to integrate along-track multichannel data, combine single-and multichannel extraction methods, and verify our results on nonlinear test data on all the different extraction methods. The results are validated and compared with ground-based measurements on a highway section, demonstrating the accuracy of the presented method.
引用
收藏
页码:3146 / 3159
页数:14
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