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 :
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