TY - GEN
T1 - A new human model for Doppler radar simulation
AU - Dirhold, Franck
AU - Ohtsuki, Tomoaki
PY - 2012/12/1
Y1 - 2012/12/1
N2 - The ability to track, detect and monitor human activities in real time conditions is very important for security and surveillance operation. The movements of the human body and limbs generate unique microDoppler features which enable the identification and classification of a wide diversity of human motions. In this paper, we propose a method to simulate the signal generated by human motion, by modeling human movement using equation for each limb. The simulation method is tested on five activities: walking in circle, falling, walking straight, punching, and making squats. The simulated signals are compared with measurement results. The results end up being satisfying.
AB - The ability to track, detect and monitor human activities in real time conditions is very important for security and surveillance operation. The movements of the human body and limbs generate unique microDoppler features which enable the identification and classification of a wide diversity of human motions. In this paper, we propose a method to simulate the signal generated by human motion, by modeling human movement using equation for each limb. The simulation method is tested on five activities: walking in circle, falling, walking straight, punching, and making squats. The simulated signals are compared with measurement results. The results end up being satisfying.
KW - Dopler spectrogram
KW - human activities
KW - human model
KW - microDoppler
UR - http://www.scopus.com/inward/record.url?scp=84871965652&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84871965652&partnerID=8YFLogxK
U2 - 10.1109/PIMRC.2012.6362787
DO - 10.1109/PIMRC.2012.6362787
M3 - Conference contribution
AN - SCOPUS:84871965652
SN - 9781467325691
T3 - IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
SP - 2547
EP - 2552
BT - 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2012
T2 - 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2012
Y2 - 9 September 2012 through 12 September 2012
ER -