RPCA-based high resolution through-the-wall human motion feature extraction and classification

Q An, S Wang, L Yao, W Zhang, H Lv… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Radar-based assisted living has received significant amount of research interest in recent
years. However, most of the existing works are focused only on free space detection. When it …

Two-level block matching pursuit for polarimetric through-wall radar imaging

X Wang, G Li, Y Liu, MG Amin - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a two-level block matching pursuit (TLBMP) algorithm based on a
probabilistic graph model for polarimetric through-wall radar imaging (TWRI). In typical L …

Clutter reduction and target tracking in through-the-wall radar

H Liu, C Huang, L Gan, Y Zhou… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article addresses the problem of tracking targets behind the wall using through-the-wall
radar. To that end, the wall reflection, ie, clutter, must be eliminated first because it interferes …

Deep unfolding of iteratively reweighted ADMM for wireless RF sensing

USKP Miriya Thanthrige, P Jung, A Sezgin - Sensors, 2022 - mdpi.com
We address the detection of material defects, which are inside a layered material structure
using compressive sensing-based multiple-input and multiple-output (MIMO) wireless radar …

Group Sparse Basis Pursuit Denoising Reconstruction Algorithm for Polarimetric Through‐the‐Wall Radar Imaging

L Qu, S An, T Yang, Y Sun - International Journal of Antennas …, 2018 - Wiley Online Library
Polarimetric through‐the‐wall radar imaging (TWRI) system has the enhancing performance
in the detection, imaging, and classification of concealed targets behind the wall. We …

[PDF][PDF] 利用块间耦合稀疏贝叶斯学习的建筑物布局成像方法

晋良念, 冯飞, 刘庆华, 欧阳缮 - 电子与信息学报, 2018 - edit.jeit.ac.cn
该文针对现有穿墙雷达建筑物布局成像中扩展目标稀疏成像方法未能有效利用墙体反射信号的
结构稀疏性, 导致成像中出现墙体不连贯和墙体轮廓不明显的问题, 提出一种利用稀疏信号块间 …

RPCA-based high resolution through-the-wall human motion detection and classification

Q An, S Wang, W Zhang, H Lv, J Wang, S Li… - arXiv preprint arXiv …, 2020 - arxiv.org
Radar based assisted living has received great amount of research interest in recent years.
By employing the micro-Doppler features of indoor human motions, accurate recognition …

Signal waveform design for high resolution target localization in through-the-wall radar

C Huang, H Liu, L Gan, Z Luo… - 2020 IEEE 11th Sensor …, 2020 - ieeexplore.ieee.org
This work studies the effects of different waveform designs on the clutter removal and target
localization in through-the-wall radar (TWR) system. To removal the wall clutter, its low-rank …

Building layout imaging method using the inter-block coupling sparse bayesian learning

L JIN, F FENG, Q LIU, S OUYANG - 电子与信息学报, 2018 - jeit.ac.cn
In through-wall radar building layout imaging, the existing extended target sparse imaging
method can not effectively exploit the structural sparsity of the wall reflections in the scene …

A joint low-rank and sparse approach for mitigating clutter in through-the-wall radar

C Huang, H Liu, Z Luo, Y Zhou… - 2019 11th International …, 2019 - ieeexplore.ieee.org
The clutter mitigation problem is studied in this work by utilizing the joint low-rank and
sparse framework in through-the-wall radar. In the proposed method, the task of separating …