Results 21 to 30 of about 2,850 (128)
Deep Learning Network for Classifying Target of Same Shape using RCS Time Series [PDF]
, 2021 The main intension of this work is to find the warhead and decoy classification and identification. Classification of radar target is one of the utmost imperatives and hardest practical problems in finding out the missile. Detection of target in the pool
Ibrahim Khalaf, Osamah +1 more
core +2 more sources
Polarimetric HRRP recognition based on feature‐guided Transformer model
Electronics Letters, 2021 Polarimetric high‐resolution range profile (HRRP) holds great potential for radar automatic target recognition (RATR) owing to its capability of providing both polarimetric and spatial scattering information.
Liang Zhang +4 more
doaj +1 more source
Multi-View HRRP Generation With Aspect-Directed Attention GAN
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022 In radar automatic target recognition (RATR), high-resolution range profile (HRRP) has received intensive attention due to its low computational cost.
Yiheng Song +5 more
doaj +1 more source
Separability Measure Supervised Network for Radar Target Recognition
Journal of Physics: Conference Series, 2023 In the radar automatic target recognition (RATR) field, radar high-resolution range profiles (HRRPs) have garnered significant attention. While traditional methods focus on extracting features having physical explanations, including power spectra, FFT ...
Lingyan Xue +3 more
semanticscholar +1 more source
VGM-RNN: HRRP Sequence Extrapolation and Recognition Based on a Novel Optimized RNN
IEEE Access, 2020 High-Resolution Range Profile (HRRP) sequence has attracted academic attentions in the field of radar automatic target recognition (RATR) owing to its abundant spatial-temporal correlation between adjacent samples. However, it is difficult in the working
Yifan Zhang +3 more
doaj +1 more source
Automatic ISAR Ship Detection Using Triangle-Points Affine Transform Reconstruction Algorithm
Remote Sensing, 2023 With the capability of capturing a target’s two-dimensional information, Inverse Synthetic Aperture Radar (ISAR) imaging is widely used in Radar Automatic Target Recognition.
Xinfei Jin +4 more
doaj +1 more source
Lightweight Transformer Network for Ship HRRP Target Recognition
Applied Sciences, 2022 The traditional High-Resolution Range Profile (HRRP) target recognition method has difficulty automatically extracting target deep features, and has low recognition accuracy under low training samples.
Zhibin Yue, Jianbin Lu, Lu Wan
doaj +1 more source
Multi-Source HRRP Target Fusion Recognition Based on Time-Step Correlation
Applied Sciences, 2023 Aiming at the limitations of a single High Resolution Range Profile (HRRP) in recognition, this paper proposes a Time step Correlation-based Feature Fusion (TCFF) method.
Jianbin Lu, Zhibin Yue, Lu Wan
doaj +1 more source
Remote Sensing, 2021 Radar automatic target recognition is a critical research topic in radar signal processing. Radar high-resolution range profiles (HRRPs) describe the radar characteristics of a target, that is, the characteristics of the target that is reflected by the ...
Chih-Lung Lin +4 more
doaj +1 more source
Variational Temporal Deep Generative Model for Radar HRRP Target Recognition [PDF]
IEEE Transactions on Signal Processing, 2020 We develop a recurrent gamma belief network (rGBN) for radar automatic target recognition (RATR) based on high-resolution range profile (HRRP), which characterizes the temporal dependence across the range cells of HRRP.
D. Guo +5 more
semanticscholar +1 more source