Micro-Doppler Signature Extraction and ISAR Imaging for Target With Micromotion Dynamics

被引:40
作者
Li, Kai-ming [1 ]
Liang, Xian-jiao [1 ]
Zhang, Qun [1 ,2 ]
Luo, Ying [1 ]
Li, Hong-jing [3 ]
机构
[1] AF Engn Univ, Inst Telecommun Engn, Xian 710077, Peoples R China
[2] Fudan Univ, Key Lab Wave Scattering & Remote Sensing Informat, Minist Educ, Shanghai 200433, Peoples R China
[3] Southwest Univ, Coll Geog Sci, Chongqing 400715, Peoples R China
关键词
Automatic target recognition (ATR); micro-Doppler (m-D) effect; micromotion; radar imaging; spectrogram cancellation; time-frequency analysis; RADAR;
D O I
10.1109/LGRS.2010.2081660
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
The micromotion of a target will generate a micro-Doppler (m-D) effect in the frequency domain. The m-D effect is regarded as a unique property of the target, which has special significance in target detection, identification, and classification. The classical range-Doppler algorithm cannot obtain a clear inverse synthetic aperture radar (ISAR) image due to the m-D effect induced by micromotion dynamics. The m-D effect induced by periodical micromotion is represented as a sinusoidal modulation in a spectrogram, whereas the Doppler induced by a main body is depicted as the form of a straight line. Therefore, the extraction of an m-D signature is transformed into the separation of a sinusoid and a straight line. The cancellation technique is a classical method for removing ground clutter. Based on the same principle, the cancellation technique is applied to the spectrogram in this letter, which successfully achieves the separation of the m-D signature and gets the clearer ISAR image of the main body. The effectiveness and robustness of the algorithm are proved by simulation results.
引用
收藏
页码:411 / 415
页数:5
相关论文
共 15 条
[1]   Imaging of Micromotion Targets With Rotating Parts Based on Empirical-Mode Decomposition [J].
Bai, Xueru ;
Xing, Mengdao ;
Zhou, Feng ;
Lu, Guangyue ;
Bao, Zheng .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2008, 46 (11) :3514-3523
[2]  
Cai CJ, 2005, RADAR CONF, P895
[3]   Micro-doppler effect in radar: Phenomenon, model, and simulation study [J].
Chen, VC ;
Li, FY ;
Ho, SS ;
Wechsler, H .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2006, 42 (01) :2-21
[4]  
Chen VC, 2005, IEEE RAD CONF, P348
[5]   Analysis of micro-Doppler signatures [J].
Chen, VC ;
Li, F ;
Ho, SS ;
Wechsler, H .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 2003, 150 (04) :271-276
[6]   Analysis of radar micro-doppler signature with time-frequency transform [J].
Chen, VC .
PROCEEDINGS OF THE TENTH IEEE WORKSHOP ON STATISTICAL SIGNAL AND ARRAY PROCESSING, 2000, :463-466
[7]   Micro-Doppler analysis of wheels and pedestrians in ISAR imaging [J].
Ghaleb, A. ;
Vignaud, L. ;
Nicolas, J. M. .
IET SIGNAL PROCESSING, 2008, 2 (03) :301-311
[8]   Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine [J].
Kim, Youngwook ;
Ling, Hao .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (05) :1328-1337
[9]   Application of adaptive chirplet representation for ISAR feature extraction from targets with rotating parts [J].
Li, J ;
Ling, H .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 2003, 150 (04) :284-291
[10]  
Setlur P, 2005, ISSPA 2005: The 8th International Symposium on Signal Processing and its Applications, Vols 1 and 2, Proceedings, P639