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