Convolutional neural networks for radar HRRP target recognition and rejection [PDF]
EURASIP Journal on Advances in Signal Processing, 2019 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 range cells and extract the structured discriminative features in ...
Jinwei Wan +4 more
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Space Target Tracking with the HRRP Characteristic-Aided Filter via Space-Based Radar [PDF]
Remote Sensing, 2023 Approaching space target tracking is a typical and challenging mission in the space situational awareness (SSA) field. As the space-based radar is able to monitor the space targets of interest full-weather all-time, the space-based radar system is ...
Shuyu Zheng +4 more
doaj +2 more sources
Adaptively Segmenting Angular Sectors for Radar HRRP Automatic Target Recognition [PDF]
EURASIP Journal on Advances in Signal Processing, 2008 In this paper the manifold geometry in radar high-resolution range profile (HRRP) is firstly explored, and then, according to the characteristics of target pose sensitivity, a method of adaptively segmenting the aspect sectors is proposed for HRRP ...
Zheng Bao, Li Yuan, Hongwei Liu, Bo Chen
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Robust Automatic Target Recognition via HRRP Sequence Based on Scatterer Matching [PDF]
Sensors, 2018 High resolution range profile (HRRP) plays an important role in wideband radar automatic target recognition (ATR). In order to alleviate the sensitivity to clutter and target aspect, employing a sequence of HRRP is a promising approach to enhance the ATR
Yuan Jiang +4 more
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Radar HRRP Target Recognition Based on Dynamic Learning with Limited Training Data [PDF]
Remote Sensing, 2021 For high-resolution range profile (HRRP)-based radar automatic target recognition (RATR), adequate training data are required to characterize a target signature effectively and get good recognition performance.
Jingjing Wang +3 more
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Ship HRRP target recognition against decoy jamming based on CNN‐BiLSTM‐SE model [PDF]
IET Radar, Sonar & NavigationDue 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 profile (HRRP) of ships.
Lingang Wu +3 more
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An Interpretable Target-Aware Vision Transformer for Polarimetric HRRP Target Recognition with a Novel Attention Loss [PDF]
Remote SensingPolarimetric high-resolution range profile (HRRP), with its rich polarimetric and spatial information, has become increasingly important in radar automatic target recognition (RATR).
Fan Gao +5 more
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MSDP-Net: A Multi-Scale Domain Perception Network for HRRP Target Recognition [PDF]
Remote SensingHigh-resolution range profile (HRRP) recognition serves as a foundational task in radar automatic target recognition (RATR), enabling robust classification under all-day and all-weather conditions.
Hongxu Li +4 more
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HRRPGraphNet: Make HRRPs to Be Graphs for Efficient Target Recognition
Electronics LettersHigh Resolution Range Profiles (HRRP) have become a key area of focus in the domain of Radar Automatic Target Recognition (RATR). Despite the success of deep learning based HRRP recognition, these methods needs a large amount of training samples to generate good performance, which could be a severe challenge under non-cooperative circumstances ...
Lingfeng Chen +7 more
openaire +3 more sources
Radar HRRP Modeling using Dynamic System for Radar Target Recognition [PDF]
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
A. Ajorloo +3 more
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