TY - GEN
T1 - Human Center of Mass Trajectory Estimation Based on the IMU System
AU - Tian, Xinyu
AU - Wang, Xingjian
AU - Wang, Shaoping
AU - Wei, Yi
AU - Zhang, Yuwei
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The dynamics of body center of mass (CoM) 3D trajectory during locomotion is crucial to the mechanical understanding of the different gaits. Forward Dynamics (FD) obtains CoM motion from ground reaction forces while Inverse Dynamics (ID) estimates CoM position and speed from motion capture of body segments. These two techniques are widely used by the literature on the estimation of CoM. In this paper, a self-contained procedure to estimate the CoM trajectory of a single sacrum-worn inertial measurement unit (IMU) is presented, which can be related to the human body center of mass (CoM) displacement during walking through an adaptation of the sacral marker method. The proposed method uses only IMU to gather the movement information of the subject, without the requirement for additional external positioning facilities. This enables the CoM trajectory can be obtained in both indoor and outdoor scenarios. The effectiveness of the IMU-based human CoM trajectory measure method will be verified by comparison experiments with using motion capture system.
AB - The dynamics of body center of mass (CoM) 3D trajectory during locomotion is crucial to the mechanical understanding of the different gaits. Forward Dynamics (FD) obtains CoM motion from ground reaction forces while Inverse Dynamics (ID) estimates CoM position and speed from motion capture of body segments. These two techniques are widely used by the literature on the estimation of CoM. In this paper, a self-contained procedure to estimate the CoM trajectory of a single sacrum-worn inertial measurement unit (IMU) is presented, which can be related to the human body center of mass (CoM) displacement during walking through an adaptation of the sacral marker method. The proposed method uses only IMU to gather the movement information of the subject, without the requirement for additional external positioning facilities. This enables the CoM trajectory can be obtained in both indoor and outdoor scenarios. The effectiveness of the IMU-based human CoM trajectory measure method will be verified by comparison experiments with using motion capture system.
KW - 3-D dis-placement estimation
KW - human body center of mass (CoM)
KW - inertial measurement unit (IMU)
KW - motion analysis
UR - https://www.scopus.com/pages/publications/85205739046
U2 - 10.1109/ICIEA61579.2024.10664661
DO - 10.1109/ICIEA61579.2024.10664661
M3 - 会议稿件
AN - SCOPUS:85205739046
T3 - 2024 IEEE 19th Conference on Industrial Electronics and Applications, ICIEA 2024
BT - 2024 IEEE 19th Conference on Industrial Electronics and Applications, ICIEA 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th IEEE Conference on Industrial Electronics and Applications, ICIEA 2024
Y2 - 5 August 2024 through 8 August 2024
ER -