A Novel Calibration Method of Magnetic Compass Based on Ellipsoid Fitting

被引:160
|
作者
Fang, Jiancheng [1 ]
Sun, Hongwei [1 ]
Cao, Juanjuan [1 ]
Zhang, Xiao [1 ]
Tao, Ye [1 ]
机构
[1] Beihang Univ, Key Lab Fundamental Sci Natl Def Novel Inertial I, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Calibration; ellipsoid fitting; magnetic compass; magnetic interference; SENSOR;
D O I
10.1109/TIM.2011.2115330
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Magnetic compass is widely used to indicate the heading of vehicle by measuring the Earth's magnetic field. However, it suffers from local magnetic interferences; thus, the calibration of the magnetic compass is very essential before it is used. The traditional calibration methods require reference information and special requirements such as keeping the magnetic compass level during calibration, which is very difficult to manage outdoor. This paper presents an efficient method for calibrating the magnetic compass without the aforementioned traditional requirements. This method is based on the fact that the error model of magnetic compass is an ellipsoid, and a constraint least-square method is adopted to estimate the parameters of an ellipsoid by rotating the magnetic compass in various (random) orientations. This method can estimate all the parameters of the error model and compensate errors caused by sensor defects, hard-iron interferences, and soft-iron interferences. Although the calibration parameters are relative values, it does not have any influence on the heading calculated. The experimental results show that this method is effective in calibrating the magnetic compass, and the heading precision of the magnetic compass acquired after calibration is better than 0.4 degrees.
引用
收藏
页码:2053 / 2061
页数:9
相关论文
共 50 条
  • [1] An Intelligent Ellipsoid Calibration Method Based on the Grey Wolf Algorithm for Magnetic Compass
    Lei, Xusheng
    Zhang, Xiaoyu
    Hao, Yankun
    [J]. JOURNAL OF BIONIC ENGINEERING, 2021, 18 (02) : 453 - 461
  • [2] An Intelligent Ellipsoid Calibration Method Based on the Grey Wolf Algorithm for Magnetic Compass
    Xusheng Lei
    Xiaoyu Zhang
    Yankun Hao
    [J]. Journal of Bionic Engineering, 2021, 18 : 453 - 461
  • [3] Calibration method of magnetic and inertial sensors based on Newton iteration and ellipsoid fitting
    Liu, Yifan
    Xiao, Wendong
    Wu, Jiankang
    Zhao, Kunkun
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2020, 41 (08): : 142 - 149
  • [4] Ellipsoid Fitting Calibration Method Based on Genetic Algorithm
    Chen Genpu
    Lei Xusheng
    Geng Yue
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL FORUM ON MANAGEMENT, EDUCATION AND INFORMATION TECHNOLOGY APPLICATION (IFMEITA 2017), 2017, 130 : 515 - 524
  • [5] Triaxial gyroscope fast calibration method based on ellipsoid fitting
    Long, Dafeng
    Liu, Jun
    Zhang, Xiaoming
    Li, Jie
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2013, 34 (06): : 1299 - 1305
  • [6] Calibration of triaxial magnetometer with ellipsoid fitting method
    Chi, Cheng
    Lv, Jun-Wei
    Wang, Dan
    [J]. 4TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2019, 237
  • [7] Research on Field Calibration Method for MEMS Accelerometer Based on Support Ellipsoid Fitting
    Zhou, Quan
    Yao, Minli
    Shen, Xiaowei
    [J]. Binggong Xuebao/Acta Armamentarii, 2020, 41 (01): : 68 - 74
  • [8] Calibration of AC Vector Magnetometer Based on Ellipsoid Fitting
    Yu, XiangQian
    Xiao, ChiJie
    Liu, Si
    Zong, QiuGang
    Qu, YaNan
    Chen, HongFei
    Zou, Hong
    Shi, WeiHong
    Wang, YongFu
    Chen, Ao
    Song, SiYu
    Gao, Shuang
    Shao, SiPei
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [9] Calibration of MEMS Accelerometer Using Kaiser Filter and the Ellipsoid Fitting Method
    Cui, Shiwei
    Cui, Lingguo
    Du, Yidong
    Chai, Senchun
    Zhang, Baihai
    [J]. 2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 4679 - 4684
  • [10] Ellipsoid fitting based two-step optimized correction for orthogonal tri-axis magnetic compass measurements
    Xia, Linlin
    Geng, Jingtong
    Xiao, Jianlei
    Zhang, Nan
    Ma, Wenjie
    [J]. Zhongguo Guanxing Jishu Xuebao/Journal of Chinese Inertial Technology, 2018, 26 (04): : 478 - 483