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
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;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2010 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-9319-7
DOI :
10.1109/ROBIO.2010.5723595