Title :
Human motion detection and extraction by using FM-CW range-Doppler radar
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 micro-Doppler signature, or Doppler frequency signature occurred by human motion. In this paper, 4 type of range-Doppler signatures in human motion at a certain range are studied, and difference of the motions is confirmed experimentally. Moreover, extraction technique for range-Doppler signature with several moving humans are studied. Experimental results show that we can easily suppress the undesired target responses and extract the desired target response by using range-Doppler filtering scheme.
Keywords :
CW radar; Doppler radar; FM radar; feature extraction; filtering theory; image classification; image motion analysis; radar imaging; Doppler frequency signature; FM-CW range-Doppler radar; desired target response extraction; human motion classification; human motion detection; microDoppler signature; office-home security; office-home surveillance; radiowave sensing technology; range-Doppler filtering scheme; range-Doppler signatures; signature extraction technique; Anechoic chambers; Doppler effect; Doppler radar; Filtering; Time-frequency analysis; human motion detection; micro-Doppler signature; range-Doppler Radar;
Conference_Titel :
Antennas and Propagation (ISAP), 2014 International Symposium on
Conference_Location :
Kaohsiung
DOI :
10.1109/ISANP.2014.7026586