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清华大学学报(自然科学版)  2016, Vol. 56 Issue (3): 324-327,333    DOI: 10.16511/j.cnki.qhdxxb.2016.21.035
  精密仪器与机械学 本期目录 | 过刊浏览 | 高级检索 |
用于磁罗盘罗差校正的基于Sampson距离的椭圆拟合法
罗寿红1,2, 张嵘1, 郭美凤1, 彭卓1
1. 清华大学精密仪器系, 导航工程中心, 北京 100084;
2. 北京航空工程技术研究中心, 北京 100076
Sampson-distance based ellipse fitting for calibration of magnetic compass deviations
LUO Shouhong1,2, ZHANG Rong1, GUO Meifeng1, PENG Zhuo1
1. Engineering Research Center for Navigation Technology, Department of Precision Instruments, Tsinghua University, Beijing 100084, China;
2. Beijing Aeronautical Technology Research Center, Beijing 100076, China
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摘要 磁罗盘被广泛应用于民用和军事领域进行导航。磁罗盘使用过程中易受环境干扰磁场影响, 使输出的航向精度降低。为保证磁罗盘正常工作, 必须在应用环境中对磁罗盘进行罗差校正, 这也是提高磁罗盘航向输出精度的关键方法。该文通过分析应用环境中干扰磁场对磁罗盘输出的影响, 基于椭圆假设, 采用基于Sampson距离的椭圆拟合算法对磁罗盘原始测量值进行拟合。基于拟合结果对磁罗盘原始测量值进行校正, 从而实现对环境干扰磁场的补偿以提高磁罗盘航向输出精度。采用该方法对KVH公司制造的C100二维磁罗盘进行多位置转台实验, 校正后磁罗盘输出航向误差均值由1.51°减小到0.25°, 验证了该方法的有效性和实用性。
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罗寿红
张嵘
郭美凤
彭卓
关键词 磁罗盘罗差Sampson距离椭圆拟合    
Abstract:Magnetic compasses are widely used in civil and military navigation applications but they are susceptible to magnetic disturbances in the environment. Thus, the compasses must be calibrated for the magnetic effects in the environment after installation. The calibration also improves the compass accuracy. An analysis of the effects of magnetic disturbances showed that the ellipse output assumption in the Sampson-distance based ellipse fitting method could be used to fit raw magnetic compass measurements. Then, the fitting coefficients are used to calibrate the compass readings to compensate for the environmental disturbances to improve the heading accuracy. A multi-position turntable experiment was used to calibrate a C100 two-dimensional magnetic compass fabricated by KVH. After calibration, the mean heading error was reduced from 1.5° to 0.25°, which illustrates the validity and practicality of this method.
Key wordsmagnetic compass    compass deviation    Sampson-distance    ellipse fitting
收稿日期: 2015-12-17      出版日期: 2016-03-15
ZTFLH:  V241.61+1  
通讯作者: 张嵘,研究员,E-mail:rongzh@tsinghua.edu.cn     E-mail: rongzh@tsinghua.edu.cn
引用本文:   
罗寿红, 张嵘, 郭美凤, 彭卓. 用于磁罗盘罗差校正的基于Sampson距离的椭圆拟合法[J]. 清华大学学报(自然科学版), 2016, 56(3): 324-327,333.
LUO Shouhong, ZHANG Rong, GUO Meifeng, PENG Zhuo. Sampson-distance based ellipse fitting for calibration of magnetic compass deviations. Journal of Tsinghua University(Science and Technology), 2016, 56(3): 324-327,333.
链接本文:  
http://jst.tsinghuajournals.com/CN/10.16511/j.cnki.qhdxxb.2016.21.035  或          http://jst.tsinghuajournals.com/CN/Y2016/V56/I3/324
  图1 无磁干扰、硬磁干扰和软磁干扰下磁罗盘输出
  图2 原始数据点
  图3 输出方位角对比
  图4 方位增量变动误差对比
  表1 增量转动输出角误差统计
[1] Bagus A R. CubeSat Attitude System Calibration and Testing[D]. Otaniemi, Helsinki, Finland:Aalto University, 2015.
[2] LI Wei, WANG Jinling. Magnetic sensors for navigation applications:an overview[J]. The Journal of Navigation, 2014, 67(2):263-275.
[3] PANG Hongfeng, ZHANG Qi, LI Ji, et al. Improvement of vector compensation method for vehicle magnetic distortion field[J]. Journal of Magnetism and Magnetic Materials, 2014, 353:1-5.
[4] Seong Y C, Chan G P. MEMS based pedestrian navigation system[J]. The Journal of Navigation, 2006, 59(1):135-153.
[5] 庞鸿锋, 潘孟春, 陈棣湘, 等. 基于无迹卡尔曼滤波和设备的三轴磁强计校正[J]. 仪器仪表学报. 2012, 33(8):1800-1805 PANG Hongfeng, PAN Mengchun, CHEN Dixiang, et al. Error calibration of three axis magnetometer based on UKF and equipment[J]. Chinese Journal of Scientific Instrument, 2012, 33(8):1800-1805. (in Chinese)
[6] SONG Zhongguo, ZHANG Jinsheng, ZHANG Xuehui, et al. A calibration method of three-axis magnetometer with noise suppression[J]. IEEE Transactions on Magnetics, 2014, 50(11):1-4
[7] Valerie R, Afzal M H, Gerard L. Complete tri-axis magnetometer calibration in the magnetic domain[J].Journal of Sensors, 2010,2010:23-59.
[8] Caruso M J. Applications of magneto-resistive sensors in navigation systems[J].Sensors and Actuators, 1997,72:15-21.
[9] 孙宏伟, 房建成, 李艳. 椭圆拟合方法在磁罗盘罗差校准中的应用[J]. 光学精密工程. 2009,17(12):3034-3039. SUNHongwei, FANG Jiancheng, LI yan. Application of ellipse fitting method to calibration of magnetic compass deviation[J].Optics and Precision Engineering, 2009,17(12):3034-3039. (in Chinese)
[10] FENG Wenguang, LIU Shibin, LIU Shiwei, et al. A calibration method of three-axis magnetic sensor based on ellipsoid fitting[J].Journal of Information & Computational Science, 2013,10:1551-1558.
[11] Fitzgibbon A, Pilu M, Fisher R B. Direct least square fitting of ellipses[J].IEEE transactions on pattern analysis and machine intelligence. 1999,21(5):476-480.
[12] Sampson P D. Fitting conic sections to "very scattered" data:An iterative refinement of the bookstein algorithm[J].Computer Graphics & Image Processing, 1982,18:97-108.
[13] Kanatani, K. Statistical Optimization for Geometric Computation:Theory and Practice[M]. Amsterdam, Netherland:Elsevier, 1996.
[14] YU Jieqi, Kulkarni S R, Poor H V. Robust fitting of ellipses and spheroids[C]//Proceedings of the 43rd asilomar conference on signals, systems and computers. Pacific Grove, CA, USA:IEEE Press, 2009:94-98.
[15] KVH Part No.54-0044. KVH® C100? Compass Engine Technical Manual[S]. Middletown, RI, USA, KVH Industries, 1998.
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