Application of the fractional Fourier transform to moving target detection in airborne SAR

被引:146
作者
Sun, H [1 ]
Liu, GS [1 ]
Gu, H [1 ]
Su, WM [1 ]
机构
[1] Nanjing Univ Sci & Technol, Dept Elect Engn, Div 421, Nanjing 210094, Peoples R China
关键词
D O I
10.1109/TAES.2002.1145767
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
As a useful signal processing technique, the fractional Fourier transform (FrFT) is largely unknown to the radar signal processing community. In this correspondence, the FrFT is applied to airborne synthetic aperture radar (SAR) slow-moving target detection. For airborne SAR, the echo from a ground moving target can be regarded approximately as a chirp signal, and the FrFT is a way to concentrate the energy of a chirp signal. Therefore, the FrFT presents a potentially effective technique for ground moving target detection in airborne SAR. Compared with the common Wigner-Ville distribution (WVD) algorithm, the FrFT is a linear operator, and will not be influenced by cross-terms even if multiple moving targets exist. Moreover, to solve the problem whereby weak targets are shadowed by the sidelobes of strong ones, a new implementation of the CLEAN technique is proposed based on filtering in the fractional Fourier domain. In this way strong moving targets and weak ones can be detected iteratively. This combined method is demonstrated by using raw clutter data combined with simulated moving targets.
引用
收藏
页码:1416 / 1424
页数:9
相关论文
共 18 条
[1]   THE FRACTIONAL FOURIER-TRANSFORM AND TIME-FREQUENCY REPRESENTATIONS [J].
ALMEIDA, LB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (11) :3084-3091
[2]   DEVELOPMENTS IN RADAR IMAGING [J].
AUSHERMAN, DA ;
KOZMA, A ;
WALKER, JL ;
JONES, HM ;
POGGIO, EC .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1984, 20 (04) :363-400
[3]   ANALYSIS OF MULTICOMPONENT LFM SIGNALS BY A COMBINED WIGNER-HOUGH TRANSFORM [J].
BARBAROSSA, S .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (06) :1511-1515
[4]  
BARBAROSSA S, 1989, P SOC PHOTO-OPT INS, V1101, P140, DOI 10.1117/12.960520
[5]   DETECTION AND IMAGING OF MOVING-OBJECTS WITH SYNTHETIC APERTURE RADAR .2. JOINT TIME FREQUENCY-ANALYSIS BY WIGNER-VILLE DISTRIBUTION [J].
BARBAROSSA, S ;
FARINA, A .
IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1992, 139 (01) :89-97
[6]   TIME FREQUENCY-DISTRIBUTIONS - A REVIEW [J].
COHEN, L .
PROCEEDINGS OF THE IEEE, 1989, 77 (07) :941-981
[7]  
FREEMAN A, 1987, GEC-J RES, V5, P106
[8]   RELATIONSHIPS BETWEEN THE RADON-WIGNER AND FRACTIONAL FOURIER-TRANSFORMS [J].
LOHMANN, AW ;
SOFFER, BH .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1994, 11 (06) :1798-1811
[9]   ON NAMIASS FRACTIONAL FOURIER-TRANSFORMS [J].
MCBRIDE, AC ;
KERR, FH .
IMA JOURNAL OF APPLIED MATHEMATICS, 1987, 39 (02) :159-175
[10]  
Morchin W., 1990, Airborne Early Warning Radar