Results 31 to 40 of about 17,089 (164)

Radar HRRP Modeling using Dynamic System for Radar Target Recognition

Radioengineering, 2014
High resolution range profile (HRRP) is being known as one of the most powerful tools for radar target recognition. The main problem with range profile for radar target recognition is its sensitivity to aspect angle. To overcome this problem, consecutive samples of HRRP were assumed to be identically independently distributed (IID) in small frames of ...
Abdollah Ajorloo, Hadavi M., Bastani M. H., Nayebi M. M.   +3 more
openaire   +3 more sources

Learning using privileged information for HRRP‐based radar target recognition

IET Signal Processing, 2018
A novel machine learning method named extended support vector data description with negative examples (ESVDD‐neg) is developed to classify the fast Fourier transform‐magnitude feature of complex high‐resolution range profile (HRRP), motivated by the problem of radar automatic target recognition.
Yu Guo 0002, Huaitie Xiao, Yingzhi Kan, Qiang Fu 0014   +3 more
openaire   +1 more source

Semantics- and Physics-Guided Generative Network for Radar HRRP Generalized Zero-Shot Recognition

Remote Sensing
High-resolution range profile (HRRP) target recognition has garnered significant attention in radar automatic target recognition (RATR) research for its rich structural information and low computational costs. With the rapid advancements in deep learning,
Jiaqi Zhou, Tao Zhang, Siyuan Mu, Yuze Gao, Feiming Wei, Wenxian Yu   +5 more
semanticscholar   +1 more source

Small Sample Target Recognition Based on Radar HRRP and SDAE-WACGAN

IEEE Access
The high resolution range profile (HRRP) of radar targets is commonly used for target recognition, and the recognition of non-cooperative targets is one of the urgent problems to be solved in radar target recognition. In order to address the noise impact
Jianguo Yin, W. Sheng, He Jiang
semanticscholar   +1 more source

Orthogonal maximum margin projection subspace for radar target HRRP recognition [PDF]

EURASIP Journal on Wireless Communications and Networking, 2016
In this paper, a novel target recognition method, namely orthogonal maximum margin projection subspace (OMMPS), is proposed for radar target recognition using high-resolution range profile (HRRP). The core of OMMPS is to maximize the between-class margin by increasing the between-class scatter distance and reducing the within-class scatter distance ...
openaire   +1 more source

Dual-band polarimetric HRRP recognition via a brain-inspired multi-channel fusion feature extraction network. [PDF]

Front Neurosci, 2023
Yang W, Zhou Q, Yuan M, Li Y, Wang Y, Zhang L.   +5 more
europepmc   +1 more source

Radar HRRP Feature Fusion Recognition Method Based on ConvLSTM Network with Multi-Input Gate Recurrent Unit

Remote Sensing
Recently, the radar high-resolution range profiles (HRRPs) have gained significant attention in the field of radar automatic target recognition due to their advantages of being easy to acquire, having a small data footprint, and providing rich target ...
Wei Yang, Tianqi Chen, Shiwen Lei, Zhiqin Zhao, Haoquan Hu, Jun Hu   +5 more
semanticscholar   +1 more source

Backscattering Analysis at ATR on Rough Surfaces by Ground-Based Polarimetric Radar Using Coherent Decomposition. [PDF]

Sensors (Basel), 2023
Kvasnov AV.
europepmc   +1 more source

A Weighted Decision-Level Fusion Architecture for Ballistic Target Classification in Midcourse Phase. [PDF]

Sensors (Basel), 2022
Wei N, Zhang L, Zhang X.
europepmc   +1 more source

An ISAR Image Component Recognition Method Based on Semantic Segmentation and Mask Matching. [PDF]

Sensors (Basel), 2023
Zhu X, Zhang Y, Lu W, Fang Y, He J.
europepmc   +1 more source