Movable Surface Rotation Angle Measurement System Using IMU

被引:2
|
作者
Wang, Changfa [1 ]
Tu, Xiaowei [1 ]
Chen, Qi [1 ]
Yang, Qinghua [1 ]
Fang, Tao [1 ]
机构
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200444, Peoples R China
关键词
angle measurement; inertial measurement unit; extended Kalman filter; rotation axis direction estimation; KALMAN FILTER; NAVIGATION; ATTITUDE; SENSORS; TILT;
D O I
10.3390/s22228996
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this paper, we describe a rotation angle measurement system (RAMS) based on an inertial measurement unit (IMU) developed to measure the rotation angle of a movable surface. The existing IMU-based attitude (tilt) sensor can only accurately measure the rotation angle when the rotation axis of the movable surface is perfectly aligned with the X axis or Y axis of the sensor, which is always not possible in real-world engineering. To overcome the difficulty of sensor installation and ensure measurement accuracy, first, we build a model to describe the relationship between the rotation axis and the IMU. Then, based on the built model, we propose a simple online method to estimate the direction of the rotation axis without using a complicated apparatus and a method to estimate the rotation angle using the known rotation axis based on the extended Kalman filter (EKF). Using the estimated rotation axis direction, we can effectively eliminate the influence of the mounting position on the measurement results. In addition, the zero-velocity detection (ZVD) technique is used to ensure the reliability of the rotation axis direction estimation and is used in combination with the EKF as the switching signal to adaptively adjust the noise covariance matrix. Finally, the experimental results show that the developed RAMS has a static measurement error of less than 0.05 degrees and a dynamic measurement error of less than 1 degrees in the range of +/- 180 degrees.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] Validation of a Rowing Oar Angle Measurement System based on an Inertial Measurement Unit
    Gravenhorst, Franz
    Troester, Gerhard
    Turner, Timothy
    Smith, Richard M.
    Draper, Conny
    2013 12TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (TRUSTCOM 2013), 2013, : 1412 - 1419
  • [42] Nonlinear Dynamic Compensation Research on Temperature Measurement System in Coal Mine Movable Refuge Chamber
    Yao, Shuncai
    Gao, Rule
    ISMSSE 2011, 2011, 26
  • [43] An LSTM-Assisted GNSS/INS Integration System Using IMU Recomputed Error Information for Train Localization
    Chen, Yidi
    Jiang, Wei
    Wang, Jian
    Cai, Baigen
    Liu, Dan
    Ba, Xiaohui
    Yang, Yang
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2024, 60 (03) : 2658 - 2671
  • [44] Kalman Filter for Angle Estimation using Dual Inertial Measurement Units on Unicycle Robot
    Charel, Ekti Radin S.
    Binugroho, Eko Henfri
    Rosyidi, M. Anfa'ur
    Dewanto, R. Sanggar
    Pramadihanto, Dadet
    2016 INTERNATIONAL ELECTRONICS SYMPOSIUM (IES), 2016, : 256 - 261
  • [45] Angle measurement using a diffraction of optical frequency comb
    Nakamura, Kazuki
    Matsukuma, Hiraku
    Shimizu, Yuki
    Gao, Wei
    PROCEEDINGS OF THE 2018 IEEE INTERNATIONAL CONFERENCE ON ADVANCED MANUFACTURING (IEEE ICAM), 2018, : 26 - 27
  • [46] MEASUREMENT OF SMALL ROTATION ANGLES BY USING A PARALLEL INTERFERENCE PATTERN
    DAI, XL
    SASAKI, O
    GREIVENKAMP, JE
    SUZUKI, T
    APPLIED OPTICS, 1995, 34 (28): : 6380 - 6388
  • [47] MEASUREMENT OF THE VEER AND ROTATION OF AN OPTICAL FIBRE USING A BRAGG GRATING
    Orazaliyeva, Sandugash
    Wojcik, Waldemar
    Yakubova, Muborak
    Ongar, Bulbul
    NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN-SERIES OF GEOLOGY AND TECHNICAL SCIENCES, 2019, (06): : 190 - 196
  • [48] AN IMU/MAGNETOMETER-BASED INDOOR POSITIONING SYSTEM USING KALMAN FILTERING
    Hellmers, Hendrik
    Norrdine, Abdelmoumen
    Blankenbach, Joerg
    Eichhorn, Andreas
    2013 INTERNATIONAL CONFERENCE ON INDOOR POSITIONING AND INDOOR NAVIGATION (IPIN), 2013,
  • [49] Validity of a Magnet-Based Timing System Using the Magnetometer Built into an IMU
    Perez-Chirinos Buxade, Carla
    Fernandez-Valdes, Bruno
    Morral-Yepes, Monica
    Tuya Vinas, Silvia
    Padulles Riu, Josep Maria
    Moras Feliu, Gerard
    SENSORS, 2021, 21 (17)
  • [50] A novel method of measuring spatial rotation angle using MEMS tilt sensors
    Cao, Jian'an
    Zhu, Xin
    Wu, Hao
    Zhang, Leping
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2017, 28 (10)