DocumentCode :
1911994
Title :
Template Based Micro-Doppler Signature Classification
Author :
Smith, Graeme E. ; Woodbridge, Karl ; Baker, Chris
Author_Institution :
Univ. Coll. London
fYear :
2006
fDate :
21-21 Nov. 2006
Firstpage :
127
Lastpage :
144
Abstract :
The micro-Doppler signature of a target is a time varying frequency modulation imparted on the radar echo signal by moving components of the target. Battlefield radar output the baseband signal as audio and soldiers listening on headphones are able to identify the target from its micro-Doppler signature. Automation of this capability is desirable for improved reliability and reduction in classification time. For the first time dynamic time warping (DTW), a speech recognition technique, has been applied to the problem. Its performance has been compared with the common k-nearest neighbour (k-NN) classification method since both approaches utilise a template library
Keywords :
Doppler radar; FM radar; military radar; radar cross-sections; speech recognition; battlefield radar; dynamic time warping; speech recognition technique; template based micro-Doppler signature classification; time varying frequency modulation; Classifier performance; Doppler radar; Pattern classification; Radar target recognition;
fLanguage :
English
Publisher :
iet
Conference_Titel :
High Resolution Imaging and Target Classification, 2006. The Institution of Engineering and Technology Seminar on
Conference_Location :
London
Print_ISBN :
0-86341-720-5
Type :
conf
Filename :
4126598
Link To Document :
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