Title :
Development of an ultra-miniaturized inertial measurement unit WB-3 for human body motion tracking
Author :
Lin, Z. ; Zecca, M. ; Sessa, S. ; Bartolomeo, L. ; Ishii, H. ; Itoh, K. ; Takanishi, A.
Author_Institution :
Global Robot Acad., Waseda Univ., Tokyo, Japan
Abstract :
Real-time tracking of human body motion is an important technology in synthetic environments, robotics, and other human-computer interaction applications. This paper presents an ultra-miniaturized inertial measurement unit (IMU) named WB-3 for real-time attitude estimation of human limb segments. The WB-3 IMU is provided with a 32-bit microcontroller and 9-axis inertial sensors (miniaturized MEMS accelerometer, gyroscope and magnetometer). The quaternion-based Extended Kalman Filter (EKF) was implemented for the sensor fusion to retrieve the attitude of the human segment. An upper body motion capture system with 12 WB-3 IMUs was elaborated for tracking human movements in real time scenarios.
Keywords :
Kalman filters; accelerometers; gyroscopes; magnetometers; microcontrollers; micromechanical devices; object tracking; sensor fusion; WB-3 ultra-miniaturized inertial measurement unit; attitude estimation; gyroscope; human body motion tracking; human limb segment; human-computer interaction application; inertial sensor; magnetometer; microcontroller; miniaturized MEMS accelerometer; quaternion-based extended Kalman filter; real-time tracking; robotics; sensor fusion; synthetic environment; upper body motion capture system; word length 32 bit; Acceleration; Accelerometers; Gyroscopes; Humans; Magnetometers; Sensors; Tracking;
Conference_Titel :
System Integration (SII), 2010 IEEE/SICE International Symposium on
Conference_Location :
Sendai
Print_ISBN :
978-1-4244-9316-6
DOI :
10.1109/SII.2010.5708361