Quadruplet depth-wise separable fusion convolution neural network for ballistic target recognition with limited samples

Q Xiang, X Wang, J Lai, L Lei, Y Song, J He… - Expert Systems with …, 2024 - Elsevier
Radar high-resolution range profile (HRRP) plays a crucial role in ballistic target recognition
due to its simplicity and fast computation. Convolutional neural networks (CNNs), a popular …

A practical deceptive jamming method based on vulnerable location awareness adversarial attack for radar HRRP target recognition

C Du, Y Cong, L Zhang, D Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, deep neural networks are increasingly popular in the field of radar high-
resolution range profiles (HRRPs) target recognition. Unfortunately, recent researches have …

Radar HRRP target recognition method based on multi-input convolutional gated recurrent unit with cascaded feature fusion

Z Zeng, J Sun, Z Han, W Hong - IEEE Geoscience and Remote …, 2022 - ieeexplore.ieee.org
Over the past decades, radar high-resolution range profile (HRRP) has been one of the
research highlights in the field of radar automatic target recognition (RATR) due to its …

Multi‐scale group‐fusion convolutional neural network for high‐resolution range profile target recognition

Q Xiang, X Wang, J Lai, Y Song, R Li… - IET Radar, Sonar & …, 2022 - Wiley Online Library
Convolution neural networks (CNNs) represent one of the workhorses of artificial
intelligence applications. As a typical artificial intelligence application, a high‐resolution …

Recognition of high-resolution range profile sequence based on TCN with sequence length-adaptive algorithm and elastic net regularization

X Wang, P Wang, Y Song, Q Xiang, J Li - Expert Systems with Applications, 2024 - Elsevier
Radar high-resolution range profile (HRRP) sequences have received great attention in
radar automatic target recognition (RATR) due to the advantages of rich target structure …

High‐Resolution Range Profile Sequence Recognition Based on Transformer with Temporal–Spatial Fusion and Label Smoothing

X Wang, P Wang, Y Song, Q Xiang… - Advanced Intelligent …, 2023 - Wiley Online Library
Radar high‐resolution range profile (HRRP) is widely used in radar automatic target
recognition due to its advantages such as easy availability, convenient processing, and …

Ship HRRP target recognition against decoy jamming based on CNN‐BiLSTM‐SE model

L Wu, S Hu, J Xu, Z Liu - IET Radar, Sonar & Navigation, 2024 - Wiley Online Library
Due to the thinner resolution range of broadband radar, ship recognition issues arise such
that minor fluctuations within the targeted area significantly affect the high‐resolution range …

Radar HRRP Open Set Target Recognition Based on Closed Classification Boundary

Z Xia, P Wang, H Liu - Remote Sensing, 2023 - mdpi.com
Radar automatic target recognition based on high-resolution range profile (HRRP) has
become a research hotspot in recent years. The current works mainly focus on closed set …

Long-term reproducibility improvement of LIBS quantitative analysis based on multi-period data fusion calibration method

N Zhang, Z Hao, L Liu, B Xu, S Guo, X Yuan, Z Ouyang… - Talanta, 2025 - Elsevier
Long-term reproducibility is one of the important problems that urgently need to be solved in
the quantitative analysis of laser-induced breakdown spectroscopy (LIBS). In this work, a …

Noise Robust HRRP Sequence Recognition Based on A Deep Unfolded Go Decomposition Network

M Liu, X Gao, Z Zhang - Signal Processing, 2024 - Elsevier
The performance of most high-resolution range profile (HRRP) recognition methods
degrades dramatically under low-SNR conditions. Based on the scattering center model, an …