An efficient general algorithm for SAR imaging: Complex approximate message passing combined with backprojection

X Quan, B Zhang, JG Liu, Y Wu - IEEE Geoscience and Remote …, 2016 - ieeexplore.ieee.org
Due to the great computation load and memory cost of the matrix-vector multiplication, the
sparse reconstruction algorithms are severely limited in the applications of radar imaging …

Complex-image-based sparse SAR imaging and its equivalence

H Bi, G Bi, B Zhang, W Hong - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Using sparse signal processing to replace matched filtering (MF) in synthetic aperture radar
(SAR) imaging has shown significant potential to improve image quality. Due to the huge …

From theory to application: Real-time sparse SAR imaging

H Bi, G Bi, B Zhang, W Hong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In recent years, the sparse signal processing technique has shown significant potential in
synthetic aperture radar (SAR) imaging, such as image performance improvement and …

SAR imaging with structural sparse representation

F Shen, G Zhao, Z Liu, G Shi… - IEEE Journal of Selected …, 2014 - ieeexplore.ieee.org
Sparse representation (SR)-based SAR imaging approaches have shown their superior
performance compared with conventional approaches. However, for an image with rich …

A study of BP-camp algorithm for SAR imaging

X Quan, Z Zhang, B Zhang, W Hong… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Recently, the sparse reconstruction algorithms (SRAs) based on compressive sensing (CS)
have been applied in the fields of synthetic aperture radar (SAR) imaging and show plenty of …

A weighted backprojection algorithm for azimuth multichannel SAR imaging

J Tang, Y Deng, R Wang, S Zhao, N Li… - IEEE Geoscience and …, 2016 - ieeexplore.ieee.org
A backprojection algorithm (BPA), a time domain synthetic aperture radar (SAR) imaging
algorithm, can be widely used without modification in various imaging modes, like stripmap …

High-resolution SAR Imaging with azimuth missing data based on sub-echo segmentation and reconstruction

N Jiang, J Zhu, D Feng, Z Xie, J Wang, X Huang - Remote Sensing, 2023 - mdpi.com
Due to the substantial electromagnetic interference, radar interruptions, and other factors,
the SAR system may fail to receive valid data in some azimuth areas. This phenomenon is …

-Regularization-Based SAR Imaging and CFAR Detection via Complex Approximated Message Passing

H Bi, B Zhang, XX Zhu, W Hong… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) is a widely used active high-resolution microwave imaging
technique that has alltime and all-weather reconnaissance ability. Compared with …

Missing data SAR imaging algorithm based on two dimensional frequency domain recovery

N Jiang, D Feng, J Wang… - IGARSS 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
In order to solve the problem of SAR imaging with azimuth missing data, a novel missing
data SAR imaging algorithm is proposed in this paper. In the algorithm, the complete echo …

Comparison of Raw Data-Based and Complex Image-Based Sparse SAR Imaging Methods

Z Xu, B Zhang, H Bi, C Wu, Z Wei - Sensors, 2019 - mdpi.com
Sparse signal processing has already been introduced to synthetic aperture radar (SAR),
which shows potential in improving imaging performance based on raw data or a complex …