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Features for high resolution radar range profile based ship classification
ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications (IEEE Cat. No.99EX359), 2003This study investigates a variety of features in the context of automated ship classification of high resolution radar range profile. The features used are length, scatterer count, centres of mass, quantised range profile and Fourier modified direct Mellin transform coefficients.
Stefan Slomka +3 more
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Performance analysis of radar high-resolution range profiling for stationary targets
2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 2017The high-resolution range (HRR) profile is an important performance indicator for modern radars. In this paper, we discuss the problems associated with radar HRR profiling of stationary targets, including the profiling ambiguity, stability, and accuracy.
Wenzhen Yue, Yu Xin
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Properties of high-resolution range profiles
Optical Engineering, 2002Wideband radar can obtain much target information due to its high-range resolution. Because its size is smaller than the resolution of conventional radar, for an airplane, it can be regarded as a point. However, for wideband radar with a bandwidth of several hundred megahertz, the range resolution is less than a meter, and airplane echoes of one ...
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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 with promoted sparsity and refined grid
IET International Radar Conference 2013, 2013A high resolution range profile (HRRP) method via compressed sensing (CS) with re-weighted 11 minimization is proposed. Since the weighted CS model has a better representation of the true sparse description than that of the general 11 norm based CS model, the proposed compressive HRRP exhibits a remarkable suppression of the noise influence when ...
Z.C. Liu, G.M. Shi, X.L. Wang, G.H. Zhao
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Automatic target recognition using sequences of high resolution radar range-profiles
IEEE Transactions on Aerospace and Electronic Systems, 2000In this paper, we address the problem of joint tracking and recognition of a target using a sequence of high resolution radar (HRR) range-profiles. The likelihood function for the scene configuration combines a dynamics-based prior on the sequence of target orientations with a likelihood for range-profiles given the target orientation.
Steven P. Jacobs, Joseph A. O'Sullivan
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Advances in ISAR processing for high resolution cross-range profiling with passive radar
2012 13th International Radar Symposium, 2012This paper presents advanced processing strategies for cross-range profiling of moving targets via ISAR (Inverse Synthetic Aperture Radar) processing in WiFi-based passive radar. In particular, it is firstly shown that the disturbance removal stage of the WiFi-based passive radar processing scheme might have a degrading effect on the quality of the ...
FALCONE, PAOLO +5 more
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Time-Domain Dictionary for Sparse Representation of Radar High Resolution Range Profile
2014 IEEE 17th International Conference on Computational Science and Engineering, 2014The Dictionary is the most important basis of sparse representation which is the key issue of sparse component analysis and compressed sensing. Most of the existing dictionaries are constructed in frequency domain. This paper presented a novel dictionary constructed in time domain for radar signal representation based on geometrical theory of ...
Jinrong Zhong +3 more
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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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2005
In this chapter high-range resolution radar is presented. A high-resolution range profile (HRRP) is a one-dimensional signature of an object. It is a representation of the time domain response of the target to a high-range resolution radar pulse.
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In this chapter high-range resolution radar is presented. A high-resolution range profile (HRRP) is a one-dimensional signature of an object. It is a representation of the time domain response of the target to a high-range resolution radar pulse.
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