Title :
A new human model for Doppler radar simulation
Author :
Dirhold, Franck ; Ohtsuki, Tomoaki
Author_Institution :
Grad. Sch. of Sci. & Technol., Keio Univ., Yokohama, Japan
Abstract :
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.
Keywords :
Doppler radar; radar detection; search radar; human activity detection; human activity monitoring; human activity tracking; human body model; human motion classification; human motion identification; human movement modeling; limb equation; microDoppler Radar Simulation; security operation; simulation method; surveillance operation; Adaptation models; Computational modeling; Doppler radar; Humans; Legged locomotion; Spectrogram; Dopler spectrogram; human activities; human model; microDoppler;
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2012 IEEE 23rd International Symposium on
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4673-2566-0
Electronic_ISBN :
2166-9570
DOI :
10.1109/PIMRC.2012.6362787