Ship recognition based on HRRP via multi-scale sparse preserving method

Y Xueling, Z Gong, S Hu - Journal of Systems Engineering and …, 2023 - ieeexplore.ieee.org
… relation with more discriminant information by using features at different scales. … When
imaging a target, we usually use the predicted position of the target as … method for HRRP-based

A prior-knowledge guided neural network based on supervised contrastive learning for radar HRRP recognition

Q Liu, X Zhang, Y Liu - IEEE Transactions on Aerospace and …, 2024 - ieeexplore.ieee.org
HRRPbased RATR methods are divided into two categories: … abundant discriminative
information about target scattering … target recognition by utilizing the neighborhood-preserving

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
HRRP-based target recognition method has gradually become a hot topic in the radar automatic
target … and discriminative dictionary learning,” Signal Process., vol. 126, pp. 52–64, Sep. …

HRRP target recognition with deep transfer learning

Y Wen, L Shi, X Yu, Y Huang, X Ding - IEEE Access, 2020 - ieeexplore.ieee.org
… Chen, ‘‘Adaptive neighborhoodpreserving discriminant projection method for HRRP-based
radar target recognition,’’ IEEE Antennas Wireless Propag. Lett., vol. 14, pp. …

SCNet: Scattering center neural network for radar target recognition with incomplete target-aspects

Q Liu, X Zhang, Y Liu - Signal Processing, 2024 - Elsevier
method compared with other HRRP-based RTAR methods under the condition of incomplete
target-… class but different target-aspects, we proposed a discriminative target-aspect frame …

Radar Waveform Design based on Target Pattern Separability via Fractional Programming

J Wang, J Liang, Z Cheng, HC So… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
radar waveform design methods driven by target echo pattern separability, ie, the convolution
of the target high-resolution range profiles (HRRP)/target … to a linear discriminant analysis-…

Target Recognition of HRRP Based on CNN with Multi-Axis Attention and Residual Connections

Y Zhang, Y Kong - 2022 IEEE 24th Int Conf on High …, 2022 - ieeexplore.ieee.org
… (MMC) based on the neighborhood-preserving projection of the … -aware matrix B and the
scaled input adaptive attention QK … attention method focuses on the discriminative target area by …

Multi-Source HRRP Target Fusion Recognition Based on Time-Step Correlation

J Lu, Z Yue, L Wan - Applied Sciences, 2023 - mdpi.com
projection of target scattering points along the radar line of sight. It contains rich information
such as target … Compared with SAR images, HRRP is easy to obtain, store and process

Radar HRRP Target Recognition Based on CNN-BiLSTM Network

H Jia, G Cheng, L Yang, Z Huang - 2023 IEEE 11th Asia-Pacific …, 2023 - ieeexplore.ieee.org
… This paper proposes a radar target recognition method using HRRP features and a …
discriminant projection method for HRRP-based radar target recognition,” IEEE Antennas Wireless …

[PDF][PDF] A Novel Method for Pattern Recognition based on Radar Tomographic Images

M Almutiry, A Alsheikhy - IJCSNS, 2021 - academia.edu
… the radar target identification thought couple methods. One is to form a radar image that will
… The twin aims of this type of method are generally economic viability and close to optical …