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

被引:6
|
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
  • [1] Optimal Imaging Time Interval Selection Method for Space Target via Time-Frequency Analysis With Spaceborne ISAR
    Chen, Ruida
    Jiang, Yicheng
    Ni, He
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [2] Optimal Time Selection for ISAR Imaging of Ship Targets Based on Time-Frequency Analysis of Multiple Scatterers
    Li, Ning
    Shen, Qingyuan
    Wang, Ling
    Wang, Qing
    Guo, Zhengwei
    Zhao, Jianhui
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [3] Radon transforms and time-frequency representations for ISAR motion compensation and imaging
    Steeghs, P
    Kester, L
    Gelsema, S
    WAVELET AND INDEPENDENT COMPONENET ANALYSIS APPLICATIONS IX, 2002, 4738 : 252 - 263
  • [4] Moving target detection and imaging based on time-frequency transform
    Lu, ZZ
    Zhang, TY
    INDEPENDENT COMPONENT ANALYSES, WAVELETS, AND NEURAL NETWORKS, 2003, 5102 : 338 - 347
  • [5] Multi-target imaging processing algorithms of ISAR based on time-frequency analysis
    Fan Luhong
    Pi Yiming
    Huang Shunji
    PROCEEDINGS OF 2006 CIE INTERNATIONAL CONFERENCE ON RADAR, VOLS 1 AND 2, 2006, : 688 - +
  • [6] A Novel ISAR Imaging Algorithm for a Maneuvering Target Based on Generalized Second-Order Time-Scaled Transform
    Ma, Jingtao
    Wang, Jiannan
    Xia, Xiang-Gen
    Tao, Haihong
    Huang, Penghui
    Liao, Guisheng
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 63
  • [7] Improved Frame-Selection Scheme for ISAR Imaging of Targets in Complex 3-D Motion
    Kang, Byung-Soo
    Ryu, Bo-Hyun
    Kim, Chan-Hong
    Kim, Kyung-Tae
    IEEE SENSORS JOURNAL, 2018, 18 (01) : 111 - 121
  • [8] THE STUDY OF SAR-ISAR SHIP IMAGING BASED ON TIME-FREQUENCY ANALYSIS
    Cai, Yanning
    Chong, Jinsong
    2009 IEEE YOUTH CONFERENCE ON INFORMATION, COMPUTING AND TELECOMMUNICATION, PROCEEDINGS, 2009, : 158 - 161
  • [9] New method of time-frequency representation for ISAR imaging of ship targets
    Wang, Yong
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2012, 23 (04) : 502 - 511
  • [10] A Method for 3-D ISAR Imaging of Space Debris
    Ning, Yu
    Zhou, Feng
    Bai, Xueru
    Liu, Lei
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2019, 55 (02) : 864 - 876