DocumentCode
1938024
Title
Radar Target Recognition Based on Micro-Doppler Effect
Author
Sun, Huixia ; Liu, Zheng ; Lin, Qing
Author_Institution
Nat. Lab of Radar Signal Process., Xidian Univ., Xi´´an
Volume
3
fYear
2006
fDate
16-20 2006
Abstract
Micro-Doppler effect is of great potential for radar target recognition since the micro-dynamics of structures on the target can be detected with it. The recognition process includes time-frequency analysis of the returned radar signal, feature extraction from time-frequency distribution images, and classification according to the feature set. In this paper, the time-frequency distribution images of four different types of micro-dynamics, which are vibration, rotation, coning and tumbling, are given and analyzed first. Then a method is proposed for feature extraction from time-frequency distribution images of micro-Doppler dynamics. Simulated experimental results have shown that high classification performances for different classifiers have been achieved
Keywords
Doppler radar; feature extraction; image classification; radar imaging; time-frequency analysis; feature extraction; micro-Doppler effect; radar target recognition; time-frequency analysis; time-frequency distribution images; Data mining; Feature extraction; Helicopters; Mathematical model; Radar imaging; Radar scattering; Radar signal processing; Target recognition; Time frequency analysis; Vibrations;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2006 8th International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-9736-3
Electronic_ISBN
0-7803-9736-3
Type
conf
DOI
10.1109/ICOSP.2006.345895
Filename
4129192
Link To Document