Title :
Human motion estimation using range-Doppler response
Author :
Fukushima, Shinya ; Yamada, Hiroyoshi ; Kobayashi, Hideo ; Yamaguchi, Yoshio
Author_Institution :
Grad. Sch. of Sci. & Technol., Niigata Univ., Niigata, Japan
Abstract :
Sensing technology using radio wave has been attracting attention for various applications such as office/home security and surveillance. Classification of human motion has been extensively studied in these applications. They often utilize Doppler frequency characteristic occurred by human motion. In this paper, range-Doppler distributions by human motion are studied. We show range-Doppler signatures of six motions in this paper, and evaluate the difference of the motions by correlation. We demonstrated experimentally that the motion difference can be discriminated by the range-Doppler correlation and can be enhanced by the elimination filter of DC Doppler components.
Keywords :
Doppler effect; correlation methods; image sensors; motion compensation; motion estimation; video surveillance; DC Doppler components; Doppler frequency characteristic; home security; human motion estimation; office security; radio wave; range-Doppler correlation; range-Doppler distributions; range-Doppler response; range-Doppler signatures; sensing technology; Bandwidth; Correlation; Correlation coefficient; Doppler effect; Radar; Surveillance; Time-frequency analysis; Doppler; correlation; motion sensing;
Conference_Titel :
Electromagnetics (iWEM), 2014 IEEE International Workshop on
Conference_Location :
Sapporo
DOI :
10.1109/iWEM.2014.6963708