DocumentCode :
2580526
Title :
Stride rate in radar micro-doppler images
Author :
Tahmoush, Dave ; Silvious, Jerry
Author_Institution :
US Army Res. Lab., Adelphi, MD, USA
fYear :
2009
fDate :
11-14 Oct. 2009
Firstpage :
4218
Lastpage :
4223
Abstract :
We extract gait information from the radar micro-Doppler signals generated by human motion. We demonstrate the extraction of information associated with gait, especially the stride rate, from simulated and measured radar data. We describe micro-Doppler algorithms used for the extraction of stride rate, the radar sensors used for the measurements, and detail the gait features that can be extracted. We make measurements of human subjects in realistic outdoor clutter backgrounds. These features help identify subjects in a scene. We gather ground truth using video to validate the radar data. We conclude that although we can extract gait features like stride rate from radar data, more features need to be extracted before reliable identification or classification can be determined.
Keywords :
Doppler radar; feature extraction; gait analysis; image classification; image motion analysis; radar clutter; radar imaging; gait feature extraction; human motion; image classification; radar microDoppler images; radar sensors; realistic outdoor clutter backgrounds; stride rate extraction; subject identification; video signal; Anthropometry; Clutter; Data mining; Feature extraction; Humans; Layout; Radar imaging; Radar measurements; Sensor phenomena and characterization; Signal generators; Radar; gait; micro-Doppler; stride rate;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2009.5346830
Filename :
5346830
Link To Document :
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