TY - GEN
T1 - Parameter estimation method of walking human based on radar micro-Doppler
AU - Sun, Zhongsheng
AU - Wang, Jun
AU - Sun, Jinping
AU - Lei, Peng
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/6/7
Y1 - 2017/6/7
N2 - There is an abundance of motion information in micro-Doppler spectrum of walking human such as bulk velocity, gait cycle and cycle length. Furthermore, the physical parameters of walking human can be estimated using motion parameters. Motion parameter and physical parameter are both important for precise radar recognition of walking human. However, parameter estimation is very difficult because of the complexity of radar echo from walking human. In this paper, a parameter estimation method of walking human based on micro-Doppler spectrum is proposed to estimate the bulk velocity, gait cycle, cycle length, leg length and height, respectively. Reassigned spectrum is used and the torso component is separated from the spectrum first in this method. Then the five parameters are estimated using the separated torso component. The performance of the proposed method is verified with simulations finally.
AB - There is an abundance of motion information in micro-Doppler spectrum of walking human such as bulk velocity, gait cycle and cycle length. Furthermore, the physical parameters of walking human can be estimated using motion parameters. Motion parameter and physical parameter are both important for precise radar recognition of walking human. However, parameter estimation is very difficult because of the complexity of radar echo from walking human. In this paper, a parameter estimation method of walking human based on micro-Doppler spectrum is proposed to estimate the bulk velocity, gait cycle, cycle length, leg length and height, respectively. Reassigned spectrum is used and the torso component is separated from the spectrum first in this method. Then the five parameters are estimated using the separated torso component. The performance of the proposed method is verified with simulations finally.
KW - Micro-Doppler
KW - Parameter estimation
KW - Radar
KW - Walking human
UR - https://www.scopus.com/pages/publications/85021455890
U2 - 10.1109/RADAR.2017.7944267
DO - 10.1109/RADAR.2017.7944267
M3 - 会议稿件
AN - SCOPUS:85021455890
T3 - 2017 IEEE Radar Conference, RadarConf 2017
SP - 567
EP - 570
BT - 2017 IEEE Radar Conference, RadarConf 2017
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 IEEE Radar Conference, RadarConf 2017
Y2 - 8 May 2017 through 12 May 2017
ER -