Title :
Analysis of micro-Doppler signatures of moving vehicles by using empirical mode decomposition
Author :
Li, Yanbing ; Du, Lan ; Liu, Hongwei
Author_Institution :
Nat. Lab. of Radar Signal Process., Xidian Univ., Xi´´an, China
Abstract :
This paper utilizes empirical mode decomposition to analyze the micro-motion of moving vehicles. Due to the adaptive function of empirical mode decomposition (EMD), different micro-motion of moving vehicles can be extracted by this decomposition technique. The analysis results based on simulated data and measured data show that special structures of different vehicles can be well depicted by EMD.
Keywords :
Doppler shift; radar theory; road vehicle radar; empirical mode decomposition; microDoppler signature analysis; micromotion analysis; moving vehicles; radar; Doppler effect; Doppler radar; Radar tracking; Scattering; Tracking; Vehicles; empirical mode decomposition; micro-Doppler; moving vehicles;
Conference_Titel :
Radar (Radar), 2011 IEEE CIE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8444-7
DOI :
10.1109/CIE-Radar.2011.6159612