DeepImaging: A ground moving target imaging based on CNN for SAR-GMTI system

H Mu, Y Zhang, C Ding, Y Jiang… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
Imaging of ground multiple moving targets in a synthetic aperture radar (SAR) system is a
challenging task due to the fact that targets are defocused owing to motions and …

CV-GMTINet: GMTI using a deep complex-valued convolutional neural network for multichannel SAR-GMTI system

H Mu, Y Zhang, Y Jiang, C Ding - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Motivated by recent advances in deep learning, a novel deep complex-valued convolutional
neural network (CV-CNN)-based method is proposed for ground moving target indication …

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 …

Detection, Parameters Estimation and Imaging of Moving Targets based on Extended Post-Doppler STAP in Multi-channel WasSAR-GMTI

J Chen, D An, B Ge, Z Zhou - IEEE Transactions on Geoscience …, 2024 - ieeexplore.ieee.org
As a new observation mode, wide-angle staring synthetic aperture radar ground moving
target indication (WasSAR-GMTI), which can observe the fixed area for a long time and …

Sparse SAR imaging method for ground moving target via GMTSI-Net

L Chen, J Ni, Y Luo, Q He, X Lu - Remote Sensing, 2022 - mdpi.com
Ground moving targets (GMT), due to the existence of velocity in range and azimuth
direction, will lead to the deviation from their true position and defocus in the azimuth …

A novel two-step scheme based on joint GO-DPCA and local STAP in image domain for multichannel SAR-GMTI

Z Wang, Y Wang, M Xing, GC Sun… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Multichannel synthetic aperture radar ground moving target indication has been widely used
and get great attention nowadays. Traditional adaptive methods like space-time adaptive …

An extended moving target detection approach for high-resolution multichannel SAR-GMTI systems based on enhanced shadow-aided decision

H Xu, Z Yang, M Tian, Y Sun… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper develops a framework based on enhanced shadow-aided decision for
multichannel synthetic aperture radar-based ground moving target indication system …

DNN with similarity constraint for GEO SA-BSAR moving target imaging

C Cui, X Dong, Y Li, Z Chen, X Li - IEEE Geoscience and …, 2022 - ieeexplore.ieee.org
A GEOsynchronous Spaceborne-Airborne Bistatic Synthetic Aperture Radar (GEO SA-
BSAR) system has been proven to be a significant tool for moving targets monitoring. Due to …

Omega-KA-Net: A SAR ground moving target imaging network based on trainable Omega-K algorithm and sparse optimization

H Zhang, J Ni, S Xiong, Y Luo, Q Zhang - Remote Sensing, 2022 - mdpi.com
The ground moving target (GMT) is defocused due to unknown motion parameters in
synthetic aperture radar (SAR) imaging. Although the conventional Omega-K algorithm …

Sparsity-driven GMTI processing framework with multichannel SAR

D Wu, M Yaghoobi, ME Davies - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper presents a processing framework to separate moving targets from the clutter,
under multichannel synthetic aperture radar (SAR) scenarios, and addresses the moving …