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 …
sparse reconstruction algorithms are severely limited in the applications of radar imaging …
Complex-image-based sparse SAR imaging and its equivalence
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 …
(SAR) imaging has shown significant potential to improve image quality. Due to the huge …
From theory to application: Real-time sparse SAR imaging
In recent years, the sparse signal processing technique has shown significant potential in
synthetic aperture radar (SAR) imaging, such as image performance improvement and …
synthetic aperture radar (SAR) imaging, such as image performance improvement and …
SAR imaging with structural sparse representation
Sparse representation (SR)-based SAR imaging approaches have shown their superior
performance compared with conventional approaches. However, for an image with rich …
performance compared with conventional approaches. However, for an image with rich …
A study of BP-camp algorithm for SAR imaging
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 …
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
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 …
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 …
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
Synthetic aperture radar (SAR) is a widely used active high-resolution microwave imaging
technique that has alltime and all-weather reconnaissance ability. Compared with …
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 …
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 …
which shows potential in improving imaging performance based on raw data or a complex …