Radar target characterization and deep learning in radar automatic target recognition: A review

W Jiang, Y Wang, Y Li, Y Lin, W Shen - Remote Sensing, 2023 - mdpi.com
Radar automatic target recognition (RATR) technology is fundamental but complicated
system engineering that combines sensor, target, environment, and signal processing …

Validation of pca and lda for sar atr

AK Mishra - TENCON 2008-2008 IEEE Region 10 Conference, 2008 - ieeexplore.ieee.org
Both principal component analysis (PCA) and linear discriminant analysis (LDA) have long
been recognized as tools for feature extraction and data analysis. There has been reports in …

Laboratory demonstrations of interferometric and spotlight synthetic aperture ladar techniques

S Crouch, ZW Barber - Optics express, 2012 - opg.optica.org
A variety of synthetic-aperture ladar (SAL) imaging techniques are investigated on a table-
top laboratory setup using an ultra-broad bandwidth (> 3 THz) actively linearized chirp laser …

Near-space microwave radar remote sensing: Potentials and challenge analysis

WQ Wang, J Cai, Q Peng - Remote Sensing, 2010 - mdpi.com
Near-space, defined as the region between 20 km and 100 km, offers many new capabilities
that are not accessible to low earth orbit (LEO) satellites and airplanes, because it is above …

SAR imagery feature extraction using 2DPCA-based two-dimensional neighborhood virtual points discriminant embedding

J Pei, Y Huang, W Huo, J Wu, J Yang… - IEEE Journal of …, 2016 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) is an important microwave sensor that is capable of high-
resolution imaging. Extracting valuable features from the SAR target imagery is one of …

雷达目标识别及发展趋势预测

倪迎红, 陈玲 - 电讯技术, 2009 - cqvip.com
用雷达进行目标分类和识别, 具有很大的军用与民用价值. 虽然雷达目标识别技术在某些层面有
了成功的应用, 但是还未形成完整的理论体系. 结合雷达智能化的发展方向, 概述了雷达目标识别 …

A feature extraction method for synthetic aperture radar (SAR) automatic target recognition based on maximum interclass distance

B Wang, YL Huang, JY Yang, JJ Wu - Science China Technological …, 2011 - Springer
Synthetic aperture radar (SAR) automatic target recognition is an important application in
SAR. How to extract features has restricted the application of SAR technology seriously. In …

Automatic target recognition using passive bistatic radar signals.

J Pisane - 2013 - theses.fr
Résumé Dans cette thèse, nous présentons la conception, le développement et le test de
trois systèmes de reconnaissance automatique de cibles (ATR) visant à reconnaître des …

Bistatic aspect diversity for improved SAR target recognition

EE Laubie, BD Rigling… - 2015 IEEE Radar …, 2015 - ieeexplore.ieee.org
This paper analyzes the potential for improvement in the performance of automatic target
recognition (ATR) for synthetic-aperture radar (SAR) with bistatic aspect diversity. Initial …

Separability indices and their use in radar signal based target recognition

AK Mishra - IEICE Electronics Express, 2009 - jstage.jst.go.jp
Validation of automatic target recognition (ATR) algorithm needs huge amount of real data,
which is mostly infeasible. Hence we need statistical separability indices (SI) to evaluate the …