Polarization radar HRRP recognition based on kernel methods

L Li, H Liu, B Jiu, S Wu - Advances in Neural Networks–ISNN 2009: 6th …, 2009 - Springer
Although the multi-polarized high resolution range profiles (HRRP) include more target
information than single-polarized HRRP, the recognition becomes more difficult because of …

HRRP target recognition method for full polarimetric radars by combining Cameron decomposition and fusing RKELM

W Jingjing, LIU Zheng, XIE Rong, RAN Lei - 雷达学报, 2021 - radars.ac.cn
A recognition method combining Cameron decomposition and fusing Reduced Kernel
Extreme Learning Machine (RKELM) is proposed for the Full Polarimetric (FP) High …

Feature extraction and selection of full polarization HRRP in target recognition process of maritime surveillance radar

X FAN, S HU, J HE - 电子与信息学报, 2016 - jeit.ac.cn
Making full and effective use of target polarization information from High Resolution Range
Profile (HRRP) is a hot issue for improving the recognition performance of maritime …

Multi-polarized HRRP classification by SVM ensemble

X Wang, C Zheng, X Yao, L Lei - … Workshop, IScIDE 2011, Xi'an, China …, 2012 - Springer
A high range resolution profile (HRRP) is a good characteristic for radar target, and radar
target recognition by using HRRP has been studied extensively. Target recognition by fusion …

Target decomposition for fully polarimetric wideband radar system

Q Wei, C Jian-jun, Z Hong-zhong… - IEEE 10th …, 2010 - ieeexplore.ieee.org
For fully polarimetric wideband radar system, a novel method of radar target recognition
using polarimetric feature is proposed. First, polarimetric scattering matrix is obtained from …

A polarization HRRP target classification method based on one-dimensional convolutional attention neural network

L Li, K Ren, Z Yuan, C Feng - IET International Radar …, 2023 - ieeexplore.ieee.org
High resolution range profile (HRRP) signal can represent the structure information of
observed targets, and it can be easy obtained. And for the polarization HRRP signals, the …

Full-polarization HRRP recognition based on joint sparse representation

L Shengqi, Z Ronghui, W Wei… - 2015 IEEE radar …, 2015 - ieeexplore.ieee.org
Full-polarization high range resolution profile (FPHRRP) contains rich information regarding
the signatures of a target which can be extracted for target recognition. The four polarization …

Radar target recognition method using improved support vector machines based on polarized HRRPs

X Huaitie, G Lei, F Qiang - 2006 International Conference on …, 2006 - ieeexplore.ieee.org
Target recognition based on high range resolution (HRR) polarized radar using support
vector machines (SVMs) was studied in this paper. A fuzzy membership function was …

Dual Polarimetric HRRP Sequence Recognition Based on Features

L Zhang, T Long, Y Li, Y Wang - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Dual polarimetric high resolution range prole (HRRP) is able to provide polarimetric and
high resolution scattering characteristics information of radar target, which are very useful for …

Target recognition for polarimetric HRRP based on fast density search clustering method

J WU, Y CHEN, D DAI, S CHEN, X WANG - 电子与信息学报, 2016 - jeit.ac.cn
A classification algorithm based on the fast density search clustering method is proposed for
polarimetric High Resolution Range Profile (HRRP) of man-made target. The polarization …