Array Three-Dimensional SAR Imaging via Composite Low-Rank and Sparse Prior

Array three-dimensional (3D) synthetic aperture radar (SAR) imaging has been used for 3D modeling of urban buildings and diagnosis of target scattering characteristics, and represents one of the significant directions in SAR development in recent years. However, sparse driven 3D imaging methods usua...

Full description

Bibliographic Details
Published in:	Remote Sensing
Main Authors:	Zhiliang Yang, Yangyang Wang, Chudi Zhang, Xu Zhan, Guohao Sun, Yuxuan Liu, Yuru Mao
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Subjects:	three-dimensional (3D) imaging synthetic aperture radar (SAR) alternative minimization low-rank non-convex
Online Access:	https://www.mdpi.com/2072-4292/17/2/321

Similar Items

3D Sparse SAR Image Reconstruction Based on Cauchy Penalty and Convex Optimization
by: Yangyang Wang, et al.
Published: (2022-05-01)

SAR 3D Reconstruction Based on Multi-Prior Collaboration
by: Yangyang Wang, et al.
Published: (2025-06-01)

Three-Dimensional Sparse SAR Imaging with Generalized <i>L</i><sub>q</sub> Regularization
by: Yangyang Wang, et al.
Published: (2022-01-01)

Compressive SAR Imaging Based on Modified Low-Rank and Sparse Decomposition
by: Jeong-Il Byeon, et al.
Published: (2025-01-01)

An Improved RFI Mitigation Approach for SAR Based on Low-Rank Sparse Decomposition: From the Perspective of Useful Signal Protection
by: Hengrui Zhang, et al.
Published: (2022-07-01)

DOA estimation based on sparse Bayesian learning with moving synthetic virtual array
by: Chao Zhu, et al.
Published: (2024-03-01)

Sparse Three-dimensional Imaging Based on Hough Transform for Forward-looking Array SAR in Low SNR
by: Liu Xiangyang, et al.
Published: (2017-06-01)

Full-polarization SAR Joint Multidimensional Reconstruction Based on Sparse Reconstruction
by: Dou SUN, et al.
Published: (2020-10-01)

Signal Processing Options for High Resolution SAR Tomography of Natural Scenarios
by: Yanghai Yu, et al.
Published: (2020-05-01)

Deep Bayesian Optimization of Sparse Aperture for Compressed Sensing 3D ISAR Imaging
by: Zongkai Yang, et al.
Published: (2025-10-01)

A Sparse Bayesian Learning Approach for Vortex Electromagnetic Wave Three-dimensional Imaging in the Terahertz Band
by: Yanwen JIANG, et al.
Published: (2021-10-01)

Joint Three-dimensional Location Algorithm for Airborne Interferometric SAR System
by: Mao Yong-fei, et al.
Published: (2013-03-01)

Hierarchical Sampling Representation Detector for Ship Detection in SAR Images
by: Ming Tong, et al.
Published: (2024-01-01)

LASAR High-resolution 3D Imaging Algorithm Based on Sparse Bayesian Regularization
by: Yan Min, et al.
Published: (2018-12-01)

Multichannel Enhanced Millimeter-Wave SAR Imaging via Low-Rank Tensor-Train Decomposition
by: Bangjie Zhang, et al.
Published: (2025-01-01)

A Metalearning-based Sparse Aperture ISAR Imaging Method
by: Jingyuan XIA, et al.
Published: (2023-08-01)

A Joint Moving Target Detection Method in Video SAR Via Low-Rank Sparse Decomposition and Transformer
by: Hui Fang, et al.
Published: (2025-01-01)

A Fast 3D Near Range Imaging Algorithm for a Scanning Sparse MIMO Array in the Millimeter Band
by: Feifan Wang, et al.
Published: (2020-08-01)

Bistatic Synthetic Aperture Radar Two-dimensional Autofocus Approach Based on Prior Knowledge on Phase Structure
by: Tianyue SHI, et al.
Published: (2020-12-01)

Guest Editorial: Synthetic aperture in sonar and radar
by: Marco Martorella, et al.
Published: (2024-11-01)

SAR Images Despeckling Using Subaperture Decomposition and Non-Local Low-Rank Tensor Approximation
by: Xinwei An, et al.
Published: (2025-08-01)

Noise-robust range alignment method for inverse synthetic aperture radar based on aperture segmentation and average range profile correlation
by: Yue Lu, et al.
Published: (2021-01-01)

A Three-Dimensional Deformation Monitoring Method: Combining Optical Deformation Monitoring Based on Regression Models and GB-SAR Interferometry
by: Yanbo Cheng, et al.
Published: (2024-03-01)

Laboratory multistatic 3D SAR with polarimetry and sparse aperture sampling
by: Richard Welsh, et al.
Published: (2024-01-01)

Radio Frequency Interference Mitigation for Synthetic Aperture Radar Based on the Time-Frequency Constraint Joint Low-Rank and Sparsity Properties
by: Yi Ding, et al.
Published: (2022-02-01)

3D sparse array and its DOA estimation based on coupled tensor decomposition
by: LUO Zhonghua, et al.
Published: (2025-06-01)

An Imaging Method for Arc Array Bistatic SAR With an Accelerated Moving Transmitter
by: Wei Xu, et al.
Published: (2024-01-01)

End-to-End SAR Deep Learning Imaging Method Based on Sparse Optimization
by: Siyuan Zhao, et al.
Published: (2021-11-01)

Tomographic SAR Imaging Method Based on Sparse and Low-rank Structures
by: Yao ZHAO, et al.
Published: (2022-02-01)

Deep Learning Training Data for Phase Unwrapping of SAR Interferograms
by: Won-Kyung Baek, et al.
Published: (2024-12-01)

Design of an antenna array for a LFM-CW synthetic aperture radar prototype
by: Alfonso José Zozaya, et al.
Published: (2020-01-01)

High-resolution High-dimensional Imaging of Urban Building Based on GaoFen-3 SAR Data
by: Hui BI, et al.
Published: (2022-02-01)

Optimal radar cross section estimation in synthetic aperture radar with planar antenna array
by: Valeriy Volosyuk, et al.
Published: (2021-02-01)

A novel TomoSAR imaging method with few observations based on nested array
by: Pengyu Jiang, et al.
Published: (2023-06-01)

A Complex Intrapulse Modulation Jamming Scheme for Spaceborne SAR
by: Tianyu Qiu, et al.
Published: (2024-01-01)

Three- and Four-Dimensional Topographic Measurement and Validation
by: Fabio Rocca, et al.
Published: (2021-07-01)

Yaw Angle Error Compensation for Airborne 3-D SAR Based on Wavenumber-domain Subblock
by: Ding Zhen-yu, et al.
Published: (2015-08-01)

Three-Dimensional Surface Displacement of the Eastern Beijing Plain, China, Using Ascending and Descending Sentinel-1A/B Images and Leveling Data
by: Shunkang Zhang, et al.
Published: (2021-07-01)

3D High-resolution Imaging Algorithm with Sparse Trajectory for Millimeter-wave Radar
by: Yuxin MA, et al.
Published: (2023-10-01)

Fast Compressive Sensing-Based SAR Imaging Integrated With Motion Compensation
by: Wei Pu, et al.
Published: (2019-01-01)