Turntable IMU Calibration Algorithm Based on the Fourier Transform Technique

被引:3
|
作者
Bolotin, Yury [1 ]
Savin, Vladimir [1 ]
机构
[1] Moscow Lomonosov State Univ, Mathemaitcs & Mech Dept, Moscow 119991, Russia
关键词
IMU; calibration; Fourier transform; FFT; MEMS;
D O I
10.3390/s23021045
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The paper suggests a new approach to calibration of a micromechanical inertial measurement unit. The data are collected on a simple rotating turntable with horizontal (or close to) rotation axis. For such a turntable, an electric screwdriver with fairly low rotation rate can be used. The algorithm is based on the Fourier transform applied to the rotation experimental data, implemented as FFT. The frequencies and amplitudes of the spectral peaks are calculated and collected in a small set of data, and calibration is done explicitly with these data. Calibration of an accelerometer triad and choosing the IMU coordinate frame are reduced to approximating the collected data with an ellipsoid in three dimensions. With rotation frequency calculated as the peak frequency of accelerometer readings, calibration of the gyros is a straightforward linear least square problem. The algorithm is purely algebraic, requires no iterations and no initial guess on the parameters, and thus encounters no convergence problems. The algorithm was tested both with simulated and experimental data, with some promising results.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Technique for the metrology calibration of a Fourier transform spectrometer
    Spencer, Locke D.
    Naylor, David A.
    APPLIED OPTICS, 2008, 47 (32) : 6009 - 6013
  • [2] Calibration algorithm for Fourier transform spectrometer with thermal instabilities
    Turbide, Simon
    Smithson, Tracy
    APPLIED OPTICS, 2010, 49 (17) : 3411 - 3417
  • [3] Fourier ptychography algorithm based on scaled Fourier transform
    Hasanzade, Mojde
    Hussain, Nazabat
    Breiby, Dag W.
    Akram, Muhammad N.
    ELECTRONICS LETTERS, 2021, 57 (03) : 123 - 125
  • [4] Fast Fourier Transform based calibration in remote sensing
    Peleg, K
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1998, 19 (12) : 2301 - 2315
  • [5] On-Orbit Spectral Calibration Algorithm of Infrared Fourier Transform Spectrometer
    Feng Xuan
    Han Changpei
    Zou Yaopu
    Chen Boyang
    ACTA OPTICA SINICA, 2019, 39 (06)
  • [6] Asymmetric watermarking technique based on Fourier Transform
    Wu, Junpeng
    Li, Shouzheng
    Yuan, Ye
    Wang, Yuanyuan
    Liu, Chao
    Feng, Weimiao
    Yu, Min
    Proceedings of the 2016 6th International Conference on Advanced Design and Manufacturing Engineering (ICADME 2016), 2016, 96 : 550 - 554
  • [7] Tensor transform-based quaternion fourier transform algorithm
    Grigoryan, Artyom M.
    Agaian, Sos S.
    INFORMATION SCIENCES, 2015, 320 : 62 - 74
  • [8] Simplified Steganographic Algorithm Based on Fourier Transform
    Koziel, Grzegorz
    ADVANCED SCIENCE LETTERS, 2014, 20 (02) : 505 - 509
  • [9] Fingerprint Segmentation Algorithm Based on Fourier Transform
    Cai, Xiumei
    Song, Mengge
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INTELLIGENT MANUFACTURING (ITIM 2017), 2017, 142 : 18 - 22
  • [10] A Fourier transform based audio watermarking algorithm
    Salah, Euschi
    Amine, Khaldi
    Redouane, Kafi
    Fares, Kahlessenane
    APPLIED ACOUSTICS, 2021, 172