Precise recognition of warhead and decoy based on components of micro-Doppler frequency curves

被引:2
作者
Guo KunYi [1 ]
Sheng XinQing [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Ctr Electromagnet Simulat, Beijing 100081, Peoples R China
关键词
micro-Doppler(m-D); target recognition; time-frequency representation (TFR); model-based parameter estimation (MBPE); RADAR;
D O I
10.1007/s11432-011-4393-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
From the view of electromagnetic scattering, it is indicated that the micro-Doppler (m-D) characteristics of an extended target undergoing micro-motions are actually induced by the change of incident directions of radar pulses. Different micro-motions may lead to similar change of incident directions, consequently inducing similar m-D characteristics. To tackle this problem, rather than distinguish warhead and decoy directly from m-D characteristics, the frequency components of m-D frequency curves are used as a new characteristic for recognition in this paper. To get high precision of frequency components estimation, model-based parameter estimation (MBPE) is utilized to extract the m-D frequency curves from TFR. To obtain high accurate simulation results, the backscattered signal simulation is conducted by full-wave numerical method. The simulation results validate the theoretical analysis and the high performance of the proposed method.
引用
收藏
页码:850 / 856
页数:7
相关论文
共 10 条
[1]  
Antonia P. S., 2003, APPL TIME FREQUENCY, P16
[2]  
Auger F., 2005, Time-Frequency Toolbox Tutorial for Use with MATLAB
[3]  
Chao N, 2007, P SOC PHOTO-OPT INS, P511
[4]   Doppler signatures of radar backscattering from objects with micro-motions [J].
Chen, V. C. .
IET SIGNAL PROCESSING, 2008, 2 (03) :291-300
[5]   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
[6]   A PRECISE RECOGNITION METHOD OF MISSILE WARHEAD AND DECOY IN MULTI-TARGET SCENE [J].
Guo, K. Y. ;
Li, Q. ;
Sheng, X. Q. .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2010, 24 (5-6) :641-652
[7]  
Miller E. K., 1995, APPL COMPUTATIONAL E, V10, P40
[8]  
Murray R. M., 1994, MATH INTRO ROBOTIC M
[9]   On the formulation of hybrid finite-element and boundary-integral methods for 3-D scattering [J].
Sheng, XQ ;
Jin, JM ;
Song, JM ;
Lu, CC ;
Chew, WC .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1998, 46 (03) :303-311
[10]  
WANG T, 2006, THESIS GRADUATE SCH, P112