Micro-Doppler Trajectory Estimation of Pedestrians Using a Continuous-Wave Radar

被引:54
作者
Ding, Yipeng [1 ]
Tang, Jingtian [1 ]
机构
[1] Cent South Univ, Dept Geosci & Informat Phys, Changsha 410083, Hunan, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2014年 / 52卷 / 09期
关键词
Adaptive denoising; CLEAN algorithm; continuous-wave (CW) radar; micro-Doppler effect; modified high ambiguous function; CLASSIFICATION; SIGNATURES; SIGNAL; MODEL;
D O I
10.1109/TGRS.2013.2292826
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Radar backscattering from human objects is subject to micro-Doppler modulations because of their flexible body articulations and complicated movement patterns, which can help identify the interested targets and provide valuable information about their motion dynamics. In this paper, a novel theoretical method to extract target micro-Doppler trajectories from continuous-wave radar echo is proposed with a united application of a modified high-order ambiguity function and an adaptive denoising technology. Through this method, multiple components corresponding to different target scattering parts and their micro-Doppler trajectories can be accurately extracted and estimated even in a time-varying low signal-to-noise ratio environment. Finally, a series of simulations is conducted to illustrate the validity and performance of the proposed techniques.
引用
收藏
页码:5807 / 5819
页数:13
相关论文
共 27 条
[1]  
[Anonymous], ELECT LETT
[2]  
[Anonymous], P IEEE I2MTC MAY
[3]  
[Anonymous], P SPIE
[4]  
Boulic R., 1990, Visual Computer, V6, P344, DOI 10.1007/BF01901021
[5]   Micro-doppler effect in radar: Phenomenon, model, and simulation study [J].
Chen, VC ;
Li, FY ;
Ho, SS ;
Wechsler, H .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2006, 42 (01) :2-21
[6]  
Chen VC, 2011, ARTECH HSE RADAR LIB, P1
[7]  
Chen VC, 2007, INT GEOSCI REMOTE SE, P5166
[8]   A high-resolution Doppler model of human gait [J].
Geisheimer, JL ;
Greneker, EF ;
Marshall, WS .
RADAR SENSOR TECHNOLOGY AND DATA VISUALIZATION, 2002, 4744 :8-18
[9]  
Guldogan M. B., 2011, 2011 IEEE 19th Signal Processing and Communications Applications Conference (SIU 2011), P395, DOI 10.1109/SIU.2011.5929670
[10]  
Jeffreys H., 1988, Methods of Mathematical Physics, V3rd