Computer Science ›› 2024, Vol. 51 ›› Issue (8): 209-216.doi: 10.11896/jsjkx.230600050

• Computer Graphics & Multimedia • Previous Articles     Next Articles

A Robust Method for Range Grating Lobe Suppression in Stepped Frequency SAR

GAO Wenbin   

  1. Department of Electronic and Communication Engineering,Beijing Electronic Science&Technology Institute,Beijing100070,China
  • Received:2023-06-05 Revised:2023-09-05 Online:2024-08-15 Published:2024-08-13
  • About author:GAO Wenbin,born in 1989,Ph.D,lecturer.His main research interests include communication and radar signal processing.
  • Supported by:
    Fundamental Research Funds for the Central Universities(328202207).

Abstract: The magnitude error and phase error(MEPE) in the system transfer function of the stepped-frequency synthetic aperture radar(SAR) introduces periodic MEPE in the synthesized wideband signal,resulting in periodic grating lobes in the high-re-solution range profile(HRRP).After subsequent SAR imaging processing,these periodic grating lobes appear as false targets in the SAR image,seriously affecting SAR image target detection and recognition.Therefore,the GLS algorithm based on SAR images has been proposed,which is based on the assumption of point targets and effectively suppresses image grating lobes by utilizing strong point targets in SAR images.However,for non-point target scenes,existing GLS algorithms based on SAR images can cause image defocusing while suppressing image grating lobes.Therefore,this paper proposes a GLS algorithm based on target information differences,named the target information difference method,which is not based on the assumption of point-shaped targets.By estimating the information difference between the ideal HRRP and the actual HRRP of the target after wideband synthesis,it can robustly estimate the periodic MEPE in the synthesized wideband signal.By compensating for this periodic MEPE,the algorithm can suppress the range grating lobes to the SAR image background level.By comparing the performance of different GLS algorithms,it is found that the proposed GLS algorithmis less affected by the image signal-to-noise ratio and is suitable for both non-point target and point target scenes,thus having obvious advantages comparing to existing GLS algorithms.Experimental data processing results demonstrate the effectiveness and superiority of the proposed method compared to existing GLS algorithms.

Key words: Grating lobe suppression, Stepped frequency synthetic aperture radar, Background level, Broadband signal, Image defocus

CLC Number: 

  • TP751
[1]ZANDIEH A,BONEN S,DADASHM S,et al.155 GHz FMCW and Stepped-Frequency Carrier OFDM Radar Sensor Transcei-ver IC Featuring a PLL With <30 ns Settling Time and 40 fs rms Jitter [J].IEEE Transactions on Microwave Theory and Techniques,2021,69(11):4908-4924.
[2]LIU S,CAO Y,YEOT S,et al.Range Sidelobe Suppression forRandomized Stepped-Frequency Chirp Radar [J].IEEE Tran-sactions on Aerospace and Electronic Systems,2021,57(6):3874-3885.
[3]JOHNSTON J,LI Y,LOPS M,et al.ADMM-Net for Communi-cation Interference Removal in Stepped-Frequency Radar [J].IEEE Transactions on Signal Processing,2021,57(3):1657-1671.
[4]YOO K,CHOI B G,CHU N J.Rotating Target Size and Rotation Vector Estimation in a Distributed Stepped Frequency Radar System [J].IEEE Sensors Journal,2020,20(13):7189-7198.
[5]WANG C,ZHANG Q,HU J,et al.An Efficient AlgorithmBased on Frequency Scaling for THz Stepped-Frequency SAR Imaging[J/OL].https://ieeexplore.ieee.org/document/9295364.
[6]DAI G,ZHANG L,HUAN S,et al.Random Stepped-Frequency SAR Imagery With Full Cell Doppler Coherent Processing[J/OL].https://ieeexplore.ieee.org/document/9345702.
[7]JING G B,SUN G C,XIA X G,et al.A Novel Two-Step Approach of Error Estimation for Stepped-Frequency MIMO-SAR [J].IEEE Geoscience and Remote Sensing Letters,2017,14(12):2290-2294.
[8]FERDOUSM S,HIMIU H,MCGUIRE P,et al.Assessing the Usefulness of Iceberg Electromagnetic Backscatter Modeling Using a C-Band SAR Classifier [J].IEEE Geoscience and Remote Sensing Letters,2020,17(8):1353-1357.
[9]SHAHZAD M,MAURER M,FRAUNDORFER F,et al.Buil-dings Detection in VHR SAR Images Using Fully Convolution Neural Networks [J].IEEE Transactions on Geoscience and Remote Sensing,2019,57(2):1100-1116.
[10]SUN X,WU Y,ZHANG L,et al.Stepped Frequency Waveform Optimization for Formation Targets Detection [J/OL].https://ieeexplore.ieee.org/document/9774335.
[11]DING Z,LI L,WANG Y,et al.An Autofocus Approach forUAV-Based Ultrawideband Ultrawidebeam SAR Data With Frequency-Dependent and 2-D Space-Variant Motion Errors[J/OL].https://ieeexplore.ieee.org/document/9380507.
[12]DING M L,DING C B,TANG L,et al.A W-Band 3-D IntegratedMini-SAR System With High Imaging Resolution on UAV Platform [J].IEEE Access,2020,8:113601-113609.
[13]XU W,XIANG M,WANG B,et al.Study on the Pivotal Imaging Technology of Mini SAR on UAV[C]//2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.2021:3936-3939.
[14]WEHNER D R.High Resolution Radar [M]//Boston,MA.USA:ArtechHouse,1994.
[15]DENG Y K,ZHENG H F,WANG R.Internal Calibration for Stepped-Frequency Chirp SAR Imaging[J].IEEE Geoscience and Remote Sensing Letters,2011,8(6):1105-1109.
[16]WANG X Y,WANG R,DNEG Y K,et al.Precise Calibration of Channel Imbalance for Very High Resolution SAR With Stepped Frequency[J].IEEE Transactions on Geoscience and Remote Sensing,2017,55(8):4252-4261.
[17]DING Z G,GAO W B,LIU J Y,et al.A Novel Range Grating Lobe Suppression Method Based on the Stepped-Frequency SAR Image[J].IEEE Geoscience and Remote Sensing Letters,2015,12(3):606-610.
[18]GAO W,LONG T,DING Z,et al.A Robust Range GratingLobe Suppression Method Based on Image Contrast for Stepped-Frequency SAR[J].Sensors,2016,16(12):2066.
[19]DING Z,GUO Y,GAO W,et al.A Range Grating Lobes Suppression Method for Stepped-Frequency SAR Imagery[J].IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing,2016,12(9):5677-5687.
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