A high-resolution Doppler model of human gait

被引:85
作者
Geisheimer, JL [1 ]
Greneker, EF [1 ]
Marshall, WS [1 ]
机构
[1] Georgia Tech Res Inst, Radar Syst Div, Sensors & Electromagnet Applicat Lab, Smyrna, GA 30080 USA
来源
RADAR SENSOR TECHNOLOGY AND DATA VISUALIZATION | 2002年 / 4744卷
关键词
radar; human gait; biometrics; clinical gait analysis;
D O I
10.1117/12.488286
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A high resolution Doppler model of the walking human was developed for analyzing the continuous wave (CW) radar gait signature. Data for twenty subjects were collected simultaneously using an infrared motion capture system along with a two channel 10.525 GHz CW radar. The motion capture system recorded three-dimensional coordinates of infrared markers placed on the body. These body marker coordinates were used as inputs to create the theoretical Doppler output using a model constructed in MATLAB. The outputs of the model are the simulated Doppler signals due to each of the major limbs and the thorax. An estimated radar cross section for each part of the body was assigned using the Lund & Browder chart of estimated body surface area. The resultant Doppler model was then compared with the actual recorded Doppler gait signature in the frequency domain using the spectrogram. Comparison of the two sets of data has revealed several identifiable bionrechanical features in the radar gait signature due to leg and body motion. The result of the research shows that a wealth of information can be unlocked from the radar gait signature, which may be useful in security and biometric applications.
引用
收藏
页码:8 / 18
页数:11
相关论文
共 2 条
[1]  
MARSHALL WS, 2002, IEEE AUTOID 02
[2]  
SUDARSKY L, 1990, NEW ENGL J MED, V322, P1441