Title :
Radar Stride Rate Extraction
Author :
Tahmoush, Dave ; Silvious, Jerry
Abstract :
We seek to understand the extraction of radar signals generated by human motion and extract information from them. We demonstrate the extraction of information associated with gait, especially the stride rate, from radar data. We describe algorithms used for detection, the radar sensors used for the measurements, and detail some of the features that can be extracted. We make measurements of human subjects in outdoor clutter backgrounds for identification. These features can serve as identifying information in a scene with multiple subjects. We gather ground truth using video and accelerometers to validate the radar data.
Keywords :
feature extraction; radar clutter; radar detection; radar signal processing; feature extraction; radar clutter background; radar detection; radar sensor; radar signal extraction; Accelerometers; Anthropometry; Clutter; Data mining; Humans; Layout; Radar detection; Radar measurements; Sensor phenomena and characterization; Signal generators; gait; micro-Doppler; radar; stride rate;
Conference_Titel :
Machine Vision and Image Processing Conference, 2009. IMVIP '09. 13th International
Conference_Location :
Dublin
Print_ISBN :
978-1-4244-4875-3
Electronic_ISBN :
978-0-7695-3796-2
DOI :
10.1109/IMVIP.2009.30