[HTML][HTML] 微动目标雷达特征提取, 成像与识别研究进展

张群, 胡健, 罗迎, 陈怡君 - 雷达学报, 2018 - edit.radars.ac.cn
微动目标的雷达特征提取, 成像与识别技术是雷达目标精确识别领域极具发展潜力的研究方向之
一. 该文首先简要阐述了微动的相关概念, 然后综述了近年来微动目标回波建模, 微动特征提取 …

Developments in target micro-Doppler signatures analysis: radar imaging, ultrasound and through-the-wall radar

C Clemente, A Balleri, K Woodbridge… - EURASIP Journal on …, 2013 - Springer
Target motions, other than the main bulk translation of the target, induce Doppler
modulations around the main Doppler shift that form what is commonly called a target micro …

Human activity classification based on micro-Doppler signatures using a support vector machine

Y Kim, H Ling - IEEE transactions on geoscience and remote …, 2009 - ieeexplore.ieee.org
The feasibility of classifying different human activities based on micro-Doppler signatures is
investigated. Measured data of 12 human subjects performing seven different activities are …

Robust PCA micro-Doppler classification using SVM on embedded systems

J Zabalza, C Clemente, G Di Caterina… - … on Aerospace and …, 2014 - ieeexplore.ieee.org
In this paper, a novel feature extraction technique for micro-Doppler classification and its
real-time implementation using a support vector machine classifier on a low-cost, embedded …

A novel algorithm for radar classification based on Doppler characteristics exploiting orthogonal pseudo-Zernike polynomials

C Clemente, L Pallotta, A De Maio… - … on Aerospace and …, 2015 - ieeexplore.ieee.org
Phase modulation induced by target micromotions introduces sidebands in the radar
spectral signature returns. Time-frequency distributions facilitate the representation of such …

[HTML][HTML] Research progresses in radar feature extraction, imaging, and recognition of target with micro-motions

Z Qun, H Jian, L Ying, C Yijun - 雷达学报, 2018 - radars.ac.cn
The technique of radar feature extraction, imaging, and recognition of target with micro-
motions has become one of the most potential research directions in the field of radar target …

Hierarchical classification of moving vehicles based on empirical mode decomposition of micro-Doppler signatures

Y Li, L Du, H Liu - IEEE Transactions on Geoscience and …, 2012 - ieeexplore.ieee.org
A novel method is proposed for moving wheeled vehicle and tracked vehicle classification
using micro-Doppler features from returned radar signals within short dwell time. In this …

Radar micro-Doppler signature classification using dynamic time warping

GE Smith, K Woodbridge… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
This paper describes the first feasibility study using dynamic time warping (DTW) to classify
the micro-Doppler signature (μ-DS) for radar automatic target recognition (ATR). Real radar …

RAM: Radar-based activity monitor

MAAH Khan, R Kukkapalli… - … INFOCOM 2016-The …, 2016 - ieeexplore.ieee.org
Activity recognition has applications in a variety of human-in-the-loop settings such as smart
home health monitoring, green building energy and occupancy management, intelligent …

Multistatic micro-Doppler radar signatures of personnel targets

GE Smith, K Woodbridge, CJ Baker, H Griffiths - IET signal processing, 2010 - IET
This study extends the theory of the micro-Doppler effect into the multistatic domain, and
considers how the multistatic micro-Doppler signature (µ-DS) will affect radar automatic …