Frame Selection Method for ISAR Imaging of 3-D Rotating Target Based on Time-Frequency Analysis and Radon Transform

被引:7
作者
Ryu, Bo-Hyun [1 ]
Lee, In-Hyeok [1 ]
Kang, Byung-Soo [2 ]
Kim, Kyung-Tae [1 ]
机构
[1] Pohang Univ Sci & Technol, Dept Elect Engn, Pohang 790784, South Korea
[2] Agcy Def Dev ADD, Daejeon 34186, South Korea
基金
新加坡国家研究基金会;
关键词
Imaging; Transforms; Time-frequency analysis; Sensors; Radar imaging; Doppler effect; Radon; Inverse synthetic aperture radar (ISAR); radar imaging; Radon transform; time-frequency (TF) analysis; SYNTHETIC-APERTURE RADAR; MOTION COMPENSATION; MANEUVERING TARGETS; PHASE ADJUSTMENT; ALGORITHM;
D O I
10.1109/JSEN.2022.3202251
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
When a target has 3-D rotation accompanying roll-pitch-yaw movement, it yields an additional phase component, which cannot be compensated for by any of the existing inverse synthetic aperture radar (ISAR) imaging methods. Under this condition, the resulting ISAR image will be severely distorted. Accordingly, selecting a proper imaging frame, where the target has only 2-D rotation, becomes the only solution, especially for range-Doppler (RD) algorithm. To do this, the conventional approach is to directly use the phase of the received signal, and however, this approach is vulnerable to noise and the cross-term interference of multiple scattering centers (SCs) in the range bin. To address these issues, we propose a new frame selection method using the range-instantaneous Doppler (RID) technique and Radon transform to detect the presence of 3-D rotation of the target within imaging frame. The proposed method comprises three steps: 1) obtain joint time-frequency distribution (JTFD) via the smoothed pseudo Wigner-Ville distribution (SPWVD); 2) estimate the orientation angle of the Radon image of the JTFD spectrum; and 3) select the suitable imaging frame using the estimated angle. Furthermore, to demonstrate the effectiveness of the proposed method, experimental results based on simulated and real measured data are provided.
引用
收藏
页码:19953 / 19964
页数:12
相关论文
共 50 条
[31]   A method of EEG time-frequency analysis based on the improved S-transform [J].
Zhang, Shaobai ;
Huang, Dandan .
Journal of Computational Information Systems, 2014, 10 (01) :145-151
[32]   3-D Imaging Based on Combination of the ISAR Technique and a MIMO Radar System [J].
Wang, Yong ;
Li, Xuelu .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (10) :6033-6054
[33]   Space Target 3-D Reconstruction Using Votes Accumulation Method of ISAR Image Sequence [J].
Xu, Dan ;
Wang, Xuan ;
Wu, Zhixin ;
Fu, Jixiang ;
Zhang, Yuhong ;
Chen, Jianlai ;
Xing, Mengdao .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 :9881-9893
[34]   Time-Frequency Reversion-Based Spectrum Analysis Method and Its Applications in Radar Imaging [J].
Fu, Jixiang ;
Xing, Mengdao ;
Sun, Guangcai .
REMOTE SENSING, 2021, 13 (04) :1-25
[35]   Fast Coherent Integration Based on Time-Frequency Reversal Decoupling Transform for Maneuvering Target Detection [J].
Xu, Zeyu ;
Wu, Guangxin ;
Li, Gui ;
Zhou, Gongjian .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (06) :8805-8822
[36]   Joint time-frequency analysis of high-bandwidth low resolution ISAR imaging systems [J].
Ghogomu, P ;
Testorf, ME .
ALGORITHM FOR SYNTHETIC APERTURE RADAR IMAGERY X, 2003, 5095 :173-184
[37]   A novel time-frequency analysis method for fault diagnosis based on generalized S-transform and synchroextracting transform [J].
Wang, Hongwei ;
Fang, Zhiwen ;
Wang, Hongli ;
Li, Yong'an ;
Geng, Yide ;
Chen, Long ;
Chang, Xin .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (03)
[38]   Sparse Array 3-D ISAR Imaging Based on Maximum Likelihood Estimation and CLEAN Technique [J].
Ma, Changzheng ;
Yeo, Tat Soon ;
Tan, Chee Seng ;
Tan, Hwee Siang .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (08) :2127-2142
[39]   A target detection algorithm of HFSWR based on time-frequency analysis [J].
Li, Qingzhong ;
Li, Ruiqin ;
Li, Ming ;
Niu, Jiong ;
Liu, Xiaotong .
Dianbo Kexue Xuebao/Chinese Journal of Radio Science, 2015, 30 (05) :943-950
[40]   VLSI Architecture of DCT-Based Harmonic Wavelet Transform for Time-Frequency Analysis [J].
Khatua, Pritiranjan ;
Ray, Kailash Chandra .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72