DocumentCode
2654524
Title
Upper body motion tracking with inertial sensors
Author
Jung, Yujin ; Kang, Donghoon ; Kim, Jinwook
Author_Institution
Korea Inst. of Sci. & Technol., Seoul, South Korea
fYear
2010
fDate
14-18 Dec. 2010
Firstpage
1746
Lastpage
1751
Abstract
We introduce a motion tracking method of arbitrary human upper body motion. Low cost wearable inertial sensors are employed in our approach to track the upper body movement in 3D space and in real time. We first establish a kinematic chain of a human upper body consisting of a trunk and two limbs. Then joint variables are computed for given rotation matrices of body segments which are measured using 6 inertial measurement units. For this purpose, we solve a reduced form of inverse kinematics in the Lie group setting. To compare efficiency and accuracy of our system with the commercial marker based optical tracking system, Hawk Digital Real Time System, the upper body motion experiment was performed using the proposed algorithm.
Keywords
image motion analysis; image sensors; Hawk digital real time system; body segments; inertial measurement; inertial sensors; inverse kinematics; kinematic chain; rotation matrices; upper body motion tracking; Humans; Joints; Kinematics; Radar tracking; Sensors; Torso; Tracking; inertial sensors; joints; kinematics; motion capture; motion tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics (ROBIO), 2010 IEEE International Conference on
Conference_Location
Tianjin
Print_ISBN
978-1-4244-9319-7
Type
conf
DOI
10.1109/ROBIO.2010.5723595
Filename
5723595
Link To Document