Three-Dimensional Absolute Attitude Reconstruction of a Rigid Body Based on Multi-Station HRRP Sequences

被引:6
作者
Su, Nan [1 ]
Dai, Fengzhou [1 ]
Liu, Hongwei [1 ]
Zhang, Bo [1 ]
机构
[1] Xidian Univ, Key Lab Radar Signal Proc, Xian 710071, Peoples R China
基金
中国国家自然科学基金;
关键词
Absolute attitude; reconstruction before association; factorization method; singular value decomposition (SVD) method; SCATTERING CENTER MODEL; ISAR; TARGETS; EXTRACTION; RADAR; LOCATION; MOTION;
D O I
10.1109/ACCESS.2020.2971708
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study proposes a three-dimensional (3-D) absolute attitude reconstruction algorithm of a rigid body target based on multi-station high-resolution range profile (HRRP) sequences. The existing 3-D reconstruction algorithms rely on the target motion form and the reconstructed attitude is inaccurate due to the mismatch of the micro-motion model. In this study, the coordinates of the scattering centers are first calculated from the HRRP sequences of each radar using the factorization method. Then, the multi-station data are associated with the reconstructed scattering center coordinates, and the absolute coordinates is estimated by the relationship between the associated radar line-of-sights (LOSs) and the absolute LOSs. The 3-D reconstruction algorithms for the stable scattering centers and the sliding scattering centers are studied. Numerical simulations verify that the proposed algorithm can reconstruct the 3-D absolute attitude of a rigid body target and is not affected by the mismatch of the target micro-motion model.
引用
收藏
页码:27793 / 27806
页数:14
相关论文
共 30 条
[1]   Steepest descent algorithms for optimization under unitary matrix constraint [J].
Abrudan, Traian E. ;
Eriksson, Jan ;
Koivunen, Visa .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (03) :1134-1147
[2]  
[Anonymous], P IEEE INT GEOSC REM
[3]  
[Anonymous], P IEEE RAD C MAY
[4]  
[Anonymous], IEEE ACCESS
[5]   LEAST-SQUARES FITTING OF 2 3-D POINT SETS [J].
ARUN, KS ;
HUANG, TS ;
BLOSTEIN, SD .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (05) :699-700
[6]   3D Imaging of Rapidly Spinning Space Targets Based on a Factorization Method [J].
Bi, Yanxian ;
Wei, Shaoming ;
Wang, Jun ;
Mao, Shiyi .
SENSORS, 2017, 17 (02)
[7]   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
[8]   ISAR image scattering center association based on speeded-up robust features [J].
Di, Guohui ;
Su, Fulin ;
Yang, Hongxin ;
Fu, Shuang .
MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (7-8) :5065-5082
[9]   Shape and Motion Reconstruction from 3D-to-1D Orthographically Projected Data via Object-Image Relations [J].
Ferrara, Matthew ;
Arnold, Gregory ;
Stuff, Mark .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2009, 31 (10) :1906-1912
[10]   Generalized ISAR - Part II: Interferometric techniques for three-dimensional location of scatterers [J].
Given, JA ;
Schmidt, WR .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (11) :1792-1797