DocumentCode :
2348617
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
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
2547
Lastpage :
2552
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;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2012 IEEE 23rd International Symposium on
Conference_Location :
Sydney, NSW
ISSN :
2166-9570
Print_ISBN :
978-1-4673-2566-0
Electronic_ISBN :
2166-9570
Type :
conf
DOI :
10.1109/PIMRC.2012.6362787
Filename :
6362787
Link To Document :
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