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Radar high resolution range profile recognition via Dual-SVDD classifier
2016 CIE International Conference on Radar (RADAR), 2016To identify the out-of-database targets in the process of radar ground target recognition with high resolution range profile, this paper proposes an improved radar ground target classifier based on the covariance distribution of the space of training features, namely Dual-SVDD classifier.
Long Li, Zheng Liu
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A Generative Approach for Incomplete High Resolution Range Profile Sequence Recognition
2019 IEEE 2nd International Conference on Electronics Technology (ICET), 2019The High-Resolution Range Profile (HRRP) sequence recognition has attracted great concern in the field of Radar Automatic Target Recognition (RATR). In this paper, a novel HRRP sequence recognition method based on Restricted Boltzmann Machine (RBM) is proposed for the poor performance of the traditional methods on incomplete data and noise corrupted ...
Zhang Yifan, Xiao Fei, Qian Fengchen
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Analysis about the speckle of radar high resolution range profile
Science China Technological Sciences, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zhang, Rui +3 more
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High Resolution Range Profile-Jet Engine Modulation Analysis of Aircraft Models
Journal of Electromagnetic Waves and Applications, 2011This paper presents an analysis of high resolution range profile-jet engine modulation (HRRP-JEM) signatures of aircraft models. Two types of aircraft models are designed, and radar cross section (RCS) data is collected using a shooting and bouncing rays (SBR) technique.
Lim, H Lim, Ho +1 more
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IEEE Sensors Journal, 2023
High-resolution range profile (HRRP) is indispensable for modern radar automatic target recognition (RATR) systems and commonly has noisy background and misalignment along the range dimension.
Xianwen Zhang, Yao Wei, Wenying Wang
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High-resolution range profile (HRRP) is indispensable for modern radar automatic target recognition (RATR) systems and commonly has noisy background and misalignment along the range dimension.
Xianwen Zhang, Yao Wei, Wenying Wang
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2021 IEEE 5th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC), 2021
The geometry of the target can be the most intuitive feature of target recognition. The broadband measurement radar can only get the high-resolution range profile (HRRP) of the non-cooperative target, but cannot directly measure their true length.
Xiaoyu Qi +4 more
semanticscholar +1 more source
The geometry of the target can be the most intuitive feature of target recognition. The broadband measurement radar can only get the high-resolution range profile (HRRP) of the non-cooperative target, but cannot directly measure their true length.
Xiaoyu Qi +4 more
semanticscholar +1 more source
On variability in high resolution range profiles
2013 International Conference on Radar, 2013Radar target classification often uses feature sets derived from high range resolution profiles as an input to a classifier. However, rage profiles typically exhibit variability that is subsequently passed on to the feature vectors used in classification.
S.H. Doo, G.E. Smith, C.J. Baker
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IEEE Transactions on Image Processing, 2020
Obtained by wide band radar system, high resolution range profile (HRRP) is the projection of scatterers of target to the radar line-of-sight (LOS). HRRP reconstruction is unavoidable for inverse synthetic aperture radar (ISAR) imaging, and of particular
Shuanghui Zhang +3 more
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Obtained by wide band radar system, high resolution range profile (HRRP) is the projection of scatterers of target to the radar line-of-sight (LOS). HRRP reconstruction is unavoidable for inverse synthetic aperture radar (ISAR) imaging, and of particular
Shuanghui Zhang +3 more
semanticscholar +1 more source
Polarization identification of high resolution range profiles
Proceedings of the IEEE 1995 National Aerospace and Electronics Conference. NAECON 1995, 2002In this paper, a novel effective polarization identification method is presented for vehicle sized ground target identification application. The method uses wide band FMCW orthogonal duel-polarization technology to obtain the degraded PSM of each scattering center in high resolution range profile.
null He Songhua +2 more
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A method of range measurement based on high resolution range profile
2017 11th European Conference on Antennas and Propagation (EUCAP), 2017In conventional methods, the weighted mean range of the scattering centers on the high resolution range proflle(HRRP) is assumed as the range between the target center and radar. However, this assumption is not reasonable because the scattering center with the maximum amplitude may not locate at the center of the target.
Xiaoliang Yang +4 more
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