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Theoretical Modeling and Experimental Study on Low-Altitude Slow-Small Target (LSS) Detection Based on Broadband Spectral Modulation Imaging. [PDF]
Sensors (Basel)Li D, Hua Y, Song S, Liu J, Cai H.
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Radar HRRP target recognition with deep networks
Pattern Recognition, 2017Abstract Feature extraction is the key technique for radar automatic target recognition (RATR) based on high-resolution range profile (HRRP). Traditional feature extraction algorithms usually utilize shallow architectures, which result in the limited capability to characterize HRRP data and restrict the generalization performance for RATR.
Bo Chen, Hongwei Liu
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Target-Aware Recurrent Attentional Network for Radar HRRP Target Recognition
Signal Processing, 2019Abstract In this paper, we develop a Target-Aware Recurrent Attentional Network (TARAN) for Radar Automatic Target Recognition (RATR) based on High-Resolution Range Profile (HRRP) to make use of the temporal dependence and find the informative areas in HRRP, since it reflects the distribution of scatterers in target along the range dimension ...
Bin Xu, Bo Chen, Hongwei Liu
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Target-attentional CNN for Radar Automatic Target Recognition with HRRP
Signal Processing, 2022Lan Du
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Automatic Target Recognition for Passive Radar
IEEE Transactions on Aerospace and Electronic Systems, 2014Air-traffic controllers cannot identify air vehicles flying with a defective or nonexistent transponder. Primary radar does not help, because it cannot classify air vehicles from echoes. Passive radar offers a potential solution, the main difficulty lying in the analysis of the data.
Jonathan Pisane +3 more
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