Performance evaluation of the wireless inertial measurement unit WB-4 with magnetic field calibration

Zhuohua Lin*, Massimiliano Zecca, Salvatore Sessa, Luca Bartolomeo, Hiroyuki Ishii, Atsuo Takanishi

*この研究の対応する著者

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

This paper presents the performance evaluation of our wireless miniature Inertial Measurement Unit (IMU) WB-4 by compared with the Vicon motion capture system. In particular, a magnetic field calibration method is introduced to improve the sensor orientation estimate accuracy. The WB-4 IMU primarily contains a motherboard for motion sensing, a Bluetooth module for wireless data transmission with PC, and a Li-Polymer battery for power supply. The motherboard is provided with a 32-bit microcontroller and 3-axis miniaturized MEMS accelerometer, 3-axis gyroscope and 3-axis magnetometer to estimate the sensor orientation based on an extended Kalman filter algorithm. In our previous research of WB-4 IMU performance evaluation, the factory calibration parameters of the magnetometer were used for the sensor fusion, which resulted in a higher error on the yaw angle in respect to roll and pitch. This study presents a magnetic calibration method for overcoming that limitation. The experimental results showed that the wireless WB-4 IMU could achieve better orientation performance in all the directions after the implementation of the magnetic calibration method. The yaw angle accuracy was significantly improved from previous error 5.46 degree to 1.77 degree.

本文言語English
ホスト出版物のタイトル2012 IEEE International Conference on Robotics and Biomimetics, ROBIO 2012 - Conference Digest
ページ2219-2224
ページ数6
DOI
出版ステータスPublished - 2012 12月 1
イベント2012 IEEE International Conference on Robotics and Biomimetics, ROBIO 2012 - Guangzhou, China
継続期間: 2012 12月 112012 12月 14

出版物シリーズ

名前2012 IEEE International Conference on Robotics and Biomimetics, ROBIO 2012 - Conference Digest

Conference

Conference2012 IEEE International Conference on Robotics and Biomimetics, ROBIO 2012
国/地域China
CityGuangzhou
Period12/12/1112/12/14

ASJC Scopus subject areas

  • 人工知能
  • バイオテクノロジー

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