TY - JOUR
T1 - Azimuth Spectrum Reconstruction Algorithm Based on Updating Factors Regionally for Onboard Real-Time Multichannel SAR Imaging
AU - Zheng, Pengnan
AU - Ding, Zegang
AU - Li, Linghao
AU - Li, Han
AU - Li, Zhe
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Multichannel spaceborne synthetic aperture radar (SAR) is a useful approach to overcome minimum antenna area constraint and achieve high-resolution and wide-swath imaging. For multichannel SAR imaging, the azimuth ambiguity is the principal problem, which should be suppressed by azimuth spectrum reconstruction. However, the traditional azimuth spectrum reconstruction algorithm requires too large onboard resources to realize real-time imaging. To solve the problem, this article proposes a simplified azimuth spectrum reconstruction algorithm. By updating the factors regionally in azimuth, they only need to be calculated and stored once in each region. Hence, the onboard storage and computational resources can be effectively reduced. However, it will bring in the azimuth ambiguity to some extent, and further cause the spurious targets in the image. Fortunately, the deterioration of image quality is slight enough to be neglected if the region width (called focusing depth in this article) is properly chosen. Thus, this article also quantitatively analyzes the relationship between focusing depth and azimuth ambiguity, and further gives the focusing depth selection criterion to ensure that the spurious targets can be submerged in the clutter and noise. The results of computer simulations and real data experiment demonstrate the effectiveness of proposed algorithm.
AB - Multichannel spaceborne synthetic aperture radar (SAR) is a useful approach to overcome minimum antenna area constraint and achieve high-resolution and wide-swath imaging. For multichannel SAR imaging, the azimuth ambiguity is the principal problem, which should be suppressed by azimuth spectrum reconstruction. However, the traditional azimuth spectrum reconstruction algorithm requires too large onboard resources to realize real-time imaging. To solve the problem, this article proposes a simplified azimuth spectrum reconstruction algorithm. By updating the factors regionally in azimuth, they only need to be calculated and stored once in each region. Hence, the onboard storage and computational resources can be effectively reduced. However, it will bring in the azimuth ambiguity to some extent, and further cause the spurious targets in the image. Fortunately, the deterioration of image quality is slight enough to be neglected if the region width (called focusing depth in this article) is properly chosen. Thus, this article also quantitatively analyzes the relationship between focusing depth and azimuth ambiguity, and further gives the focusing depth selection criterion to ensure that the spurious targets can be submerged in the clutter and noise. The results of computer simulations and real data experiment demonstrate the effectiveness of proposed algorithm.
KW - Azimuth spectrum reconstruction
KW - multichannel
KW - onboard real-time imaging
KW - spaceborne synthetic aperture radar (SAR)
UR - http://www.scopus.com/inward/record.url?scp=85174826492&partnerID=8YFLogxK
U2 - 10.1109/JSTARS.2023.3321410
DO - 10.1109/JSTARS.2023.3321410
M3 - Article
AN - SCOPUS:85174826492
SN - 1939-1404
VL - 16
SP - 9956
EP - 9965
JO - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
JF - IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
ER -