DocumentCode :
3170186
Title :
Template Based Micro-Doppler Signature Classification
Author :
Smith, Graeme E. ; Woodbridge, Karl ; Baker, Chris J.
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. Coll. London
fYear :
2006
fDate :
13-15 Sept. 2006
Firstpage :
158
Lastpage :
161
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; echo; frequency modulation; radar signal processing; signal classification; speech recognition; DTW; battlefield radar; dynamic time warping; microDoppler signature classification; radar echo signal; speech recognition technique; time varying frequency modulation; Doppler radar; Frequency modulation; Image resolution; Personnel; Radar scattering; Radar tracking; Signal processing; Spectrogram; Speech processing; Vehicles; Doppler radar; Pattern classification; Radar target recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference, 2006. EuRAD 2006. 3rd European
Conference_Location :
Manchester
Print_ISBN :
2-9600551-7-9
Type :
conf
DOI :
10.1109/EURAD.2006.280298
Filename :
4058282
Link To Document :
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