[HTML][HTML] Advanced technology of high-resolution radar: target detection, tracking, imaging, and recognition

T Long, Z Liang, Q Liu - Science China Information Sciences, 2019 - Springer
In recent years, the performances of radar resolution, coverage, and detection accuracy
have been significantly improved through the use of ultra-wideband, synthetic aperture and …

Maneuvering target detection via Radon-fractional Fourier transform-based long-time coherent integration

X Chen, J Guan, N Liu, Y He - IEEE transactions on signal …, 2014 - ieeexplore.ieee.org
Long-time coherent integration technique is one of the most important methods for the
improvement of radar detection ability of a weak maneuvering target, whereas the …

Radar HRRP target recognition with deep networks

B Feng, B Chen, H Liu - Pattern Recognition, 2017 - Elsevier
Feature extraction is the key technique for radar automatic target recognition (RATR) based
on high-resolution range profile (HRRP). Traditional feature extraction algorithms usually …

Radar HRRP target recognition model based on a stacked CNN–Bi-RNN with attention mechanism

M Pan, A Liu, Y Yu, P Wang, J Li, Y Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The range resolution of high-resolution wideband radar is much smaller than the target size.
Its echo signals tend to be diverse and sensitive to small changes of targets. Therefore, it is …

Convolutional neural networks for radar HRRP target recognition and rejection

J Wan, B Chen, B Xu, H Liu, L Jin - EURASIP Journal on Advances in …, 2019 - Springer
Robust and efficient feature extraction is critical for high-resolution range profile (HRRP)-
based radar automatic target recognition (RATR). In order to explore the correlation between …

[PDF][PDF] 基于角度引导Transformer 融合网络的多站协同目标识别方法

郭帅, 陈婷, 王鹏辉, 丁军, 严俊坤, 王英华… - Journal of Radars, 2023 - radars.ac.cn
多站协同雷达目标识别旨在利用多站信息的互补性提升识别性能. 传统多站协同目标识别方法未
直接考虑站间数据差异问题, 且通常采用相对简单的融合策略, 难以取得准确, 稳健的识别性能 …

Target-aware recurrent attentional network for radar HRRP target recognition

B Xu, B Chen, J Wan, H Liu, L Jin - Signal Processing, 2019 - Elsevier
In this paper, we develop a Target-Aware Recurrent Attentional Network (TARAN) for Radar
Automatic Target Recognition (RATR) based on High-Resolution Range Profile (HRRP) to …

Factorized discriminative conditional variational auto-encoder for radar HRRP target recognition

C Du, B Chen, B Xu, D Guo, H Liu - Signal Processing, 2019 - Elsevier
In this paper, we propose a conditional generative model for radar high resolution range
profile (HRRP) target recognition to learn the discriminative representations and sufficiently …

Noise robust radar HRRP target recognition based on multitask factor analysis with small training data size

L Du, H Liu, P Wang, B Feng, M Pan… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
A factor analysis model based on multitask learning (MTL) is developed to characterize the
FFT-magnitude feature of complex high-resolution range profile (HRRP), motivated by the …

Radon-linear canonical ambiguity function-based detection and estimation method for marine target with micromotion

X Chen, J Guan, Y Huang, N Liu… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Robust and effective detection of a marine target is a challenging task due to the complex
sea environment and target's motion. A long-time coherent integration technique is one of …