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
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