SAR Ground Moving Target Indication Based on Relative Residue of DPCA Processing
For modern synthetic aperture radar (SAR), it has much more urgent demands on ground moving target indication (GMTI), which includes not only the point moving targets like cars, truck or tanks but also the distributed moving targets like river or ocean surfaces. Among the existing GMTI methods, disp...
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doaj-1018cd687d98460abe50fffac6e97b592020-11-25T01:44:04ZengMDPI AGSensors1424-82202016-10-011610167610.3390/s16101676s16101676SAR Ground Moving Target Indication Based on Relative Residue of DPCA ProcessingJia Xu0Zuzhen Huang1Liang Yan2Xu Zhou3Furu Zhang4Teng Long5Beijing Key Laboratory of Embedded Real-time Information Processing Technology, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaBeijing Key Laboratory of Embedded Real-time Information Processing Technology, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaBeijing Key Laboratory of Embedded Real-time Information Processing Technology, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaBeijing Key Laboratory of Embedded Real-time Information Processing Technology, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaShanghai Aircraft Manufacturing Co., Ltd., Shanghai 200436, ChinaBeijing Key Laboratory of Embedded Real-time Information Processing Technology, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaFor modern synthetic aperture radar (SAR), it has much more urgent demands on ground moving target indication (GMTI), which includes not only the point moving targets like cars, truck or tanks but also the distributed moving targets like river or ocean surfaces. Among the existing GMTI methods, displaced phase center antenna (DPCA) can effectively cancel the strong ground clutter and has been widely used. However, its detection performance is closely related to the target’s signal-to-clutter ratio (SCR) as well as radial velocity, and it cannot effectively detect the weak large-sized river surfaces in strong ground clutter due to their low SCR caused by specular scattering. This paper proposes a novel method called relative residue of DPCA (RR-DPCA), which jointly utilizes the DPCA cancellation outputs and the multi-look images to improve the detection performance of weak river surfaces. Furthermore, based on the statistics analysis of the RR-DPCA outputs on the homogenous background, the cell average (CA) method can be well applied for subsequent constant false alarm rate (CFAR) detection. The proposed RR-DPCA method can well detect the point moving targets and distributed moving targets simultaneously. Finally, the results of both simulated and real data are provided to demonstrate the effectiveness of the proposed SAR/GMTI method.http://www.mdpi.com/1424-8220/16/10/1676synthetic aperture radar (SAR)ground moving targetdisplace phase center antenna (DPCA)relative residueriver surface |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jia Xu Zuzhen Huang Liang Yan Xu Zhou Furu Zhang Teng Long |
spellingShingle |
Jia Xu Zuzhen Huang Liang Yan Xu Zhou Furu Zhang Teng Long SAR Ground Moving Target Indication Based on Relative Residue of DPCA Processing Sensors synthetic aperture radar (SAR) ground moving target displace phase center antenna (DPCA) relative residue river surface |
author_facet |
Jia Xu Zuzhen Huang Liang Yan Xu Zhou Furu Zhang Teng Long |
author_sort |
Jia Xu |
title |
SAR Ground Moving Target Indication Based on Relative Residue of DPCA Processing |
title_short |
SAR Ground Moving Target Indication Based on Relative Residue of DPCA Processing |
title_full |
SAR Ground Moving Target Indication Based on Relative Residue of DPCA Processing |
title_fullStr |
SAR Ground Moving Target Indication Based on Relative Residue of DPCA Processing |
title_full_unstemmed |
SAR Ground Moving Target Indication Based on Relative Residue of DPCA Processing |
title_sort |
sar ground moving target indication based on relative residue of dpca processing |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2016-10-01 |
description |
For modern synthetic aperture radar (SAR), it has much more urgent demands on ground moving target indication (GMTI), which includes not only the point moving targets like cars, truck or tanks but also the distributed moving targets like river or ocean surfaces. Among the existing GMTI methods, displaced phase center antenna (DPCA) can effectively cancel the strong ground clutter and has been widely used. However, its detection performance is closely related to the target’s signal-to-clutter ratio (SCR) as well as radial velocity, and it cannot effectively detect the weak large-sized river surfaces in strong ground clutter due to their low SCR caused by specular scattering. This paper proposes a novel method called relative residue of DPCA (RR-DPCA), which jointly utilizes the DPCA cancellation outputs and the multi-look images to improve the detection performance of weak river surfaces. Furthermore, based on the statistics analysis of the RR-DPCA outputs on the homogenous background, the cell average (CA) method can be well applied for subsequent constant false alarm rate (CFAR) detection. The proposed RR-DPCA method can well detect the point moving targets and distributed moving targets simultaneously. Finally, the results of both simulated and real data are provided to demonstrate the effectiveness of the proposed SAR/GMTI method. |
topic |
synthetic aperture radar (SAR) ground moving target displace phase center antenna (DPCA) relative residue river surface |
url |
http://www.mdpi.com/1424-8220/16/10/1676 |
work_keys_str_mv |
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