Precise Motion Compensation Approach for High-Resolution Multirotor UAV SAR in the Presence of Multiple Errors

被引:0
|
作者
Han, Jiahao [1 ]
Tang, Shiyang [1 ]
Chen, Zhanye [2 ,3 ]
Ren, Yi [1 ]
Lian, Zhixin [1 ]
Guo, Ping [4 ]
Li, Yinan [5 ,6 ]
Zhang, Linrang [1 ]
So, Hing Cheung [7 ]
机构
[1] Xidian Univ, Natl Key Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] Southeast Univ, State Key Lab Millimeter Waves, Nanjing 210096, Peoples R China
[3] Southeast Univ, Inst Electromagnet Space, Nanjing 210096, Peoples R China
[4] Xian Univ Sci & Technol, Coll Commun & Informat Engn, Xian 710054, Peoples R China
[5] Xidian Univ, Natl Key Lab Radar Signal Proc, Xian 710071, Peoples R China
[6] China Acad Space Technol, Xian 710100, Peoples R China
[7] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Autonomous aerial vehicles; Imaging; Synthetic aperture radar; Trajectory; Geometric modeling; Radar polarimetry; History; High-frequency (HF) error; low-frequency (LF) error; motion compensation (MOCO); multirotor unmanned aerial vehicle (UAV); synthetic aperture radar (SAR); AIRBORNE SAR;
D O I
10.1109/JSTARS.2024.3449318
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
As an important supplement to traditional airborne synthetic aperture radar (SAR), multirotor unmanned aerial vehicle (UAV) SAR has the advantages of low cost, high flexibility, and strong survival ability. However, due to the complex motion and flight characteristics of the multirotor UAV platform, multirotor UAV SAR faces challenges, including spatially variant low-frequency (LF) errors and severe high-frequency (HF) errors. To deal with these problems, an improved motion compensation approach is proposed for multirotor UAV SAR imaging, which is implemented through two processing steps. 1) The LF errors are eliminated by an improved two-step MoCo approach, which takes into account the spatial variations of both envelope and phase. 2) The HF errors are estimated and corrected by an extended phase gradient autofocus scheme. Different from conventional solutions, our approach can effectively remove the complex motion errors of multirotor UAV SAR step-by-step with high robustness even in high-resolution scenarios. Computer simulation and experimental results verify the effectiveness of our approach.
引用
收藏
页码:15148 / 15165
页数:18
相关论文
共 50 条
  • [1] Motion Compensation for High-Resolution Automobile FMCW SAR
    Wang, Robert
    Luo, Yun-Hua
    Deng, Yun-Kai
    Zhang, Zhi-Ming
    Liu, Yue
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (05) : 1157 - 1161
  • [2] Motion compensation for high-resolution automobile-SAR
    Azouz, Ahmed
    Li, Zhenfang
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2014, 35 (13) : 4815 - 4838
  • [3] MOTION COMPENSATION FOR HIGH-RESOLUTION AUTOMOBILE-SAR
    Azouz, Ahmed
    Li, Zhenfang
    [J]. 2014 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (CHINASIP), 2014, : 203 - 207
  • [4] An improved motion compensation method for high resolution UAV SAR imaging
    Fan BangKui
    Ding ZeGang
    Gao WenBin
    Long Teng
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2014, 57 (12) : 1 - 13
  • [5] An improved motion compensation method for high resolution UAV SAR imaging
    FAN BangKui
    DING ZeGang
    GAO WenBin
    LONG Teng
    [J]. Science China(Information Sciences), 2014, 57 (12) : 109 - 121
  • [6] Modification and Compensation of the Line-of-Sight Motion Error for Multirotor UAV SAR
    Li, Yueli
    Li, Zesen
    Wang, Jian
    Liu, Ke
    Zhou, Zhimin
    [J]. Journal of Radars, 2022, 11 (06) : 1061 - 1080
  • [7] A Novel Motion Compensation Approach for Airborne Spotlight SAR of High-Resolution and High-Squint Mode
    Zeng, Letian
    Liang, Yi
    Xing, Mengdao
    Huai, Yuanyuan
    Li, Zhenyu
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 13 (03) : 429 - 433
  • [8] A Robust Motion Compensation Approach for UAV SAR Imagery
    Zhang, Lei
    Qiao, Zhijun
    Xing, Meng-dao
    Yang, Lei
    Bao, Zheng
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (08): : 3202 - 3218
  • [9] Motion Compensation for High Resolution Airborne SAR
    Liu, Zhe
    Huang, Huan
    Yu, Yongjiang
    [J]. 10TH EUROPEAN CONFERENCE ON SYNTHETIC APERTURE RADAR (EUSAR 2014), 2014,
  • [10] An Improved Spatially Variant MOCO Approach Based on an MDA for High-Resolution UAV SAR Imaging with Large Measurement Errors
    Ren, Yi
    Tang, Shiyang
    Dong, Qi
    Sun, Guoliang
    Guo, Ping
    Jiang, Chenghao
    Han, Jiahao
    Zhang, Linrang
    [J]. REMOTE SENSING, 2022, 14 (11)