ISAR Imaging of Non-Uniform Rotating Targets Based on Optimized Matching Fourier Transform

被引:3
|
作者
Zuo, Lei [1 ]
Wang, Binbin [1 ]
机构
[1] Naval Univ Engn, Coll Elect Engn, Wuhan 430033, Peoples R China
基金
中国博士后科学基金;
关键词
Inverse synthetic aperture radar (ISAR); non-uniform rotating targets imaging; matching Fourier transform; gradient descent optimization; JOINT-TIME-FREQUENCY; MANEUVERING TARGETS; MOTION; ALGORITHM;
D O I
10.1109/ACCESS.2020.2984487
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Uniformly accelerated rotation of maneuvering targets can lead to quadratic phase terms, after translational motion compensation, which causes the cross-range signal in a certain range cell to be multicomponent linear frequency modulated (LFM) signals. Due to the time-varying Doppler frequencies of scatterers, ISAR image obtained by the conventional range-Doppler (RD) algorithm is blurred severely. To solve this problem, a new imaging method based on optimized matching Fourier transform (MFT) is proposed in this paper. In the new method, the equivalent rotation of targets is described by the rotation ratio (RR) which is the same for all scatterers on the target. The quadratic phase components caused by target & x2019;s angular acceleration can be compensated by MFT, as soon as the RR is obtained. The estimation of RR is achieved according to the optimal imaging result with the image entropy as the cost function. As a result, the blurring of the ISAR image is eliminated effectively and a well-focused image is got. From the experimental results using simulated data, it can be concluded that the proposed method based on optimized MFT is effective in ISAR imaging of non-uniform rotating targets in terms of image quality and computational efficiency.
引用
收藏
页码:64324 / 64330
页数:7
相关论文
共 50 条
  • [21] ISAR Imaging of Targets With Complex Motion Based on Discrete Chirp Fourier Transform for Cubic Chirps
    Wu, Liang
    Wei, Xizhang
    Yang, Degui
    Wang, Hongqiang
    Li, Xiang
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (10): : 4201 - 4212
  • [22] The fractional Fourier transform and ISAR imaging
    Borden, B
    INVERSE PROBLEMS, 2000, 16 (02) : L5 - L8
  • [23] ISAR imaging of nonuniformly rotating targets
    Wang, GY
    Bao, Z
    Sun, XB
    ICR '96 - 1996 CIE INTERNATIONAL CONFERENCE OF RADAR, PROCEEDINGS, 1996, : 354 - 357
  • [24] ISAR Imaging of Rotating Targets via Estimation of Rotation Velocity and Keystone Transform
    Liu, Min
    Zhang, Xinggan
    2017 IEEE CONFERENCE ON ANTENNA MEASUREMENTS & APPLICATIONS (CAMA), 2017, : 265 - 267
  • [25] Short Delay Measurement Using Non-uniform Fourier Transform
    Dudacek, Karel, Jr.
    Dudacek, Karel
    Vavricka, Vlastimil
    2014 PROCEEDINGS OF THE 14TH BIENNIAL BALTIC ELECTRONICS CONFERENCE (BEC 2014), 2014, : 165 - 168
  • [26] ISAR Imaging of Non-cooperative Objects with Non-uniform Rotational Motion
    Vehmas, Risto
    Jylha, Juha
    Vaila, Minna
    Visa, Ari
    2016 IEEE RADAR CONFERENCE (RADARCONF), 2016, : 361 - 366
  • [27] An improved non-uniform fast Fourier transform method for radio imaging of coronal mass ejections
    Weidan Zhang
    Bing Wang
    Zhao Wu
    Shuwang Chang
    Yao Chen
    Fabao Yan
    天文技术与仪器(英文), 2024, (02) : 117 - 127
  • [28] Improved ISAR imaging based on local polynomial Fourier transform
    Li, Xiumei
    Bi, Guoan
    Ju, Yingtuo
    2007 6TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS & SIGNAL PROCESSING, VOLS 1-4, 2007, : 198 - 202
  • [29] Fast ISAR Imaging Based on Sparse Fourier Transform Algorithm
    Lin, Jiaqi
    Feng, Yuan
    Liu, Shengheng
    2017 9TH INTERNATIONAL CONFERENCE ON ADVANCED INFOCOMM TECHNOLOGY (ICAIT 2017), 2017, : 334 - 339
  • [30] Swept source optical coherence tomography based on non-uniform discrete fourier transform
    Wu, Tong
    Ding, Zhihua
    Wang, Kai
    Wang, Chuan
    CHINESE OPTICS LETTERS, 2009, 7 (10) : 941 - 944