A novel moving target detection method based on RPCA for SAR systems

Y Guo, G Liao, J Li, X Chen - IEEE Transactions on Geoscience …, 2020 - ieeexplore.ieee.org
Clutter background suppression and velocity estimation for moving targets are two critical
problems in synthetic aperture radar-ground moving target indication (SAR-GMTI). A robust …

A clutter suppression method based on NSS-RPCA in heterogeneous environments for SAR-GMTI

Y Guo, G Liao, J Li, T Gu - IEEE Transactions on Geoscience …, 2020 - ieeexplore.ieee.org
Clutter background suppression is a critical problem in synthetic aperture radar-ground
moving target indication (SAR-GMTI). In general, a great quantity of secondary data is not …

Strong clutter suppression via RPCA in multichannel SAR/GMTI system

D Yang, X Yang, G Liao, S Zhu - IEEE geoscience and remote …, 2015 - ieeexplore.ieee.org
Clutter suppression and ground moving target indication are challenging tasks in
multichannel synthetic aperture radar (SAR) systems. In recent years, robust principal …

Moving target detection via efficient ATI-GoDec approach for multichannel SAR system

J Li, Y Huang, G Liao, J Xu - IEEE Geoscience and Remote …, 2016 - ieeexplore.ieee.org
Clutter suppression and ground moving target indication (GMTI) are challenging tasks for
multichannel synthetic aperture radar (MC-SAR) systems. In recent years, robust principal …

RPCA based moving target detection in strong clutter background

D Yang, G Liao, S Zhu, X Yang - 2015 IEEE Radar Conference …, 2015 - ieeexplore.ieee.org
Ground moving target detection is a challenging task in multichannel synthetic aperture
radar (SAR) system, especially under the strong clutter background. In recent years, with the …

A novel motion parameter estimation algorithm of fast moving targets via single-antenna airborne SAR system

R Xu, D Zhang, D Hu, X Qiu… - IEEE Geoscience and …, 2012 - ieeexplore.ieee.org
A novel parameter estimation algorithm of fast moving targets using single-antenna airborne
synthetic aperture radar (SAR) databased on desampling and Radon transform (RT) is …

Robust moving targets detection and velocity estimation using multi-channel and multi-look SAR images

S Zhu, G Liao, Z Zhou, Y Qu - Signal Processing, 2010 - Elsevier
For the sake of the robustness to ground moving targets indication (GMTI) for synthetic
aperture radar (SAR) in heterogeneous environment, a new approach using multi-channel …

Dictionary-based principal component analysis for ground moving target indication by synthetic aperture radar

AH Oveis, MA Sebt - IEEE Geoscience and Remote Sensing …, 2017 - ieeexplore.ieee.org
This letter addresses an efficient algorithm for ground moving target detection and
estimation of motion parameters by synthetic aperture radar (SAR). The proposed method …

Detection and imaging of ground moving targets with real SAR data

J Yang, C Liu, Y Wang - IEEE Transactions on Geoscience and …, 2014 - ieeexplore.ieee.org
Detection and imaging of multiple moving targets is a challenging task, particularly with real
synthetic aperture radar (SAR) data. In this paper, moving targets with different motion …

Robust SAR STAP via Kronecker decomposition

K Greenewald, E Zelnio, AH Hero - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper proposes a spatiotemporal decomposition for the detection of moving targets in
multi-antenna synthetic aperture radar (SAR). As a high-resolution radar imaging modality …