Title :
Development of the wireless ultra-miniaturized inertial measurement unit WB-4: Preliminary performance evaluation
Author :
Lin, Zhuohua ; Zecca, Massimiliano ; Sessa, Salvatore ; Bartolomeo, Luca ; Ishii, Hiroyuki ; Takanishi, Atsuo
Author_Institution :
Global Robot Acad., Waseda Univ., Tokyo, Japan
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
This paper presents the preliminary performance evaluation of our new wireless ultra-miniaturized inertial measurement unit (IMU) WB-4 by compared with the Vicon motion capture system. The WB-4 IMU primarily contains a mother board for motion sensing, a Bluetooth module for wireless data transmission with PC, and a Li-Polymer battery for power supply. The mother board is provided with a microcontroller and 9-axis inertial sensors (miniaturized MEMS accelerometer, gyroscope and magnetometer) to measure orientation. A quaternion-based extended Kalman filter (EKF) integrated with an R-Adaptive algorithm for automatic estimation of the measurement covariance matrix is implemented for the sensor fusion to retrieve the attitude. The experimental results showed that the wireless ultra-miniaturized WB-4 IMU could provide high accuracy performance at the angles of roll and pitch. The yaw angle which has reasonable performance needs to be further evaluated.
Keywords :
Bluetooth; Kalman filters; accelerometers; biomedical equipment; biomedical measurement; data communication; gyroscopes; magnetometers; microcontrollers; microsensors; secondary cells; sensor fusion; 9-axis inertial sensors; Bluetooth module; Li-polymer battery; PC; R-adaptive algorithm; Vicon motion capture system; WB-4 IMU; automatic estimation; gyroscope; magnetometer; measurement covariance matrix; microcontroller; miniaturized MEMS accelerometer; mother board; motion sensing; power supply; quaternion-based extended Kalman filter; sensor fusion; wireless data transmission; wireless ultraminiaturized inertial measurement unit WB-4; yaw angle; Accelerometers; Magnetometers; Robots; Sensors; Tracking; Wireless communication; Wireless sensor networks; Acceleration; Algorithms; Computers; Electric Power Supplies; Equipment Design; Humans; Lithium; Micro-Electrical-Mechanical Systems; Microcomputers; Miniaturization; Monitoring, Physiologic; Motion; Polymers; Reproducibility of Results; Signal Processing, Computer-Assisted; Transducers; Wireless Technology;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091751