• DocumentCode
    84525
  • Title

    A Novel Self-Calibration Method for MIMU

  • Author

    Chunhua Ren ; Qinqin Liu ; Tianda Fu

  • Author_Institution
    Key Lab. of Optoelectron. Technol. & Syst., Chongqing Univ., Chongqing, China
  • Volume
    15
  • Issue
    10
  • fYear
    2015
  • fDate
    Oct. 2015
  • Firstpage
    5416
  • Lastpage
    5422
  • Abstract
    Commercial, industrial, and military aerospace designs are increasingly deploying MEMS micro inertial measurement unit (MIMU) for motion control, automation, and positioning applications, such as the unmanned aerial vehicle (UAV), robot, and smart phone. On the one hand, MIMU has the merit of low cost, small size, low-power consumption, and high shock resistance, but on the other hand, low-cost MIMU is affected by systematic error caused by the instability of the drift, scaling factors, and axes misalignment, which may lead to large errors in the position and attitude´s determination from time to time. That means calibration before use is an effective way to improve the practical precision of MIMU. However, many customers have no precise turntable to calibrate the MIMU before they use it. To address these problems, this paper presents an easy self-calibration method to implement calibration of the MIMU on a common table only with an inclined surface, no precise turntable is needed. The calibration method is based on the following principles. First, the module of the output vector of the orthogonal configured three-axis accelerometers is equal to unit gravity. Second, when IMU rotates to a known gesture with a stable axis, the angles can be calculated through integration. Third, when the accelerometers´ parameters are calculated, it can act as a level datum. Furthermore, the accelerometers on the inclined surface are used to determine the rotating heading datum. Finally, after a series static positions test and rotating test, the parameters can be extracted and estimated. To demonstrate the success and the convenience of the proposed method, comparison experiments with the precision turntable have been made on an ADI´s MIMU. The calibration results show that the accuracy and precision of this method is quite equivalent with the turntable-based calibration, and the scale factors error with an order of magnitude always equal or less than 10-5 . The obser- ed static and dynamic yaw maximum angular error in a certain period is <;0.8°, the pitch maximum angular error is <;0.5°, and the roll maximum angular error is <;0.3°.
  • Keywords
    accelerometers; calibration; inertial navigation; measurement errors; microsensors; ADI MIMU; MEMS micro inertial measurement unit; MIMU; automation; dynamic yaw maximum angular error; level datum; motion control; orthogonal configured three-axis accelerometers; pitch maximum angular error; positioning applications; precision turntable; roll maximum angular error; rotating heading datum determination; rotating test; scale factors error; self-calibration method; series static positions test; static yaw maximum angular error; systematic error; unit gravity; Accelerometers; Angular velocity; Calibration; Gravity; Mathematical model; Noise; Sensors; MEMS; MIMU; accelerometers; gyros; self-calibration;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2015.2439719
  • Filename
    7115893