Recognition of micro-motion space targets based on attention-augmented cross-modal feature fusion recognition network

X Tian, X Bai, F Zhou - IEEE Transactions on Geoscience and …, 2023 - ieeexplore.ieee.org
Narrowband and wideband waveforms are usually adopted simultaneously during the
observation of micro-motion space targets by inverse synthetic aperture radar (ISAR), which …

Space target classification with corrupted HRRP sequences based on temporal–spatial feature aggregation network

YP Zhang, L Zhang, L Kang, H Wang… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
High-resolution range profile (HRRP) sequences have great potential for space target
classification because they can provide both scattering information and micromotion …

Fall detection based on parallel 2DCNN-CBAM with radar multidomain representations

J He, Z Ren, W Zhang, Y Jia, S Guo… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
With the rapid development of population aging, fall detection based on the radar manifests
great application value in the field of medicine and health. Focusing on the problem of the …

[HTML][HTML] Three-Dimensional Geometry Reconstruction Method from Multi-View ISAR Images Utilizing Deep Learning

Z Zhou, X Jin, L Liu, F Zhou - Remote Sensing, 2023 - mdpi.com
The three-dimensional (3D) geometry reconstruction method utilizing ISAR image sequence
energy accumulation (ISEA) shows great performance on triaxial stabilized space targets but …

[HTML][HTML] Scatterer-level time-frequency-frequency rate representation for micro-motion identification

H Zhang, W Zhang, Y Liu, W Yang, S Yong - Remote Sensing, 2023 - mdpi.com
Radar micro-motion signatures help to judge the target's motion state and threat level, which
plays a vital role in space situational awareness. Most of the existing micro-motion feature …

High-Resolution ISAR Imaging Method for Maneuvering Targets Based on Hybrid Transformer

H Wang, Y Chen, Y Zhang, Y Luo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Range instantaneous Doppler (RID) methods show superior advantages in imaging
performance over range-Doppler (RD) algorithms for maneuvering targets. However …

Type-aspect disentanglement network for HRRP target recognition with missing aspects

Y Wang, Y Ma, Z Zhang, X Zhang… - IEEE Geoscience and …, 2023 - ieeexplore.ieee.org
High-resolution range profile (HRRP) is essential for high-throughput radar automatic target
recognition. Due to the aspect sensitivity of HRRP, the recognition performance degrades …

[HTML][HTML] Recognition of ballistic targets by fusing micro-motion features with networks

L Yang, W Zhang, W Jiang - Remote Sensing, 2022 - mdpi.com
Ballistic target recognition is of great significance for space attack and defense. The micro-
motion features, which contain spatial and motion information, can be regarded as the …

[HTML][HTML] Classification of Radar Targets with Micro-Motion Based on RCS Sequences Encoding and Convolutional Neural Network

X Xu, C Feng, L Han - Remote Sensing, 2022 - mdpi.com
Radar cross section (RCS) sequences, an easy-to-obtain target feature with small data
volume, play a significant role in radar target classification. However, radar target …

[HTML][HTML] Space Targets with Micro-Motion Classification Using Complex-Valued GAN and Kinematically Sifted Methods

L Han, C Feng, X Hu - Remote Sensing, 2023 - mdpi.com
Space target classification based on micro-motion characteristics has become a subject of
great interest in the field of radar, particularly when using deep learning techniques …