Geomagnetic Compensation for the Rotating of Magnetometer Array During Magnetic Tracking

被引:32
作者
Dai, Houde [1 ]
Hu, Chao [2 ]
Su, Shijian [1 ,3 ]
Lin, Mingqiang [1 ]
Song, Shuang [3 ]
机构
[1] Chinese Acad Sci, Quanzhou Inst Equipment Mfg, Haixi Inst, Jinjing 362200, Peoples R China
[2] Zhejiang Univ, Ningbo Inst Technol, Ningbo 315100, Zhejiang, Peoples R China
[3] Harbin Inst Technol, Shenzhen Grad Sch, Shenzhen 518055, Peoples R China
关键词
Geomagnetic compensation; inertial measurement unit (IMU); magnetic tracking; quaternion; LOCALIZATION; SENSORS; FUSION; SYSTEM; FIELD;
D O I
10.1109/TIM.2018.2875965
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
Based on a permanent magnet and a magnetometer array, magnetic tracking approach has some advantages such as wireless, real-time, and no line-of-sight problem. However, its tracking accuracy will be greatly deteriorated by the magnetometer array's rotating during the tracking process. The reason lies in the relative variation of triaxial geomagnetic components, which should be calibrated before the tracking process. In this paper, we proposed an inertial sensor-based geomagnetic compensation method to reduce the intervention of the triaxial geomagnetic components for the magnetic tracking performance. An inertial measurement unit, which is situated on the magnetometer array, can capture the triaxial rotation of the magnetometer array in real time. As the vector sum of the triaxial geomagnetic components is constant, the rotation vector of the magnetometer array can be converted to the variation of the triaxial geomagnetic components. Thus, the triaxial geomagnetic components, which are included in the magnetometer outputs, can be separated from the sensing signals of permanent magnet even if the magnetometer array is rotating. The experimental results indicate that the magnetic tracking accuracy has been significantly improved. This method extends the application scope of the magnetic tracking approach because it enables both the magnetometer array and magnet to rotate during the tracking process.
引用
收藏
页码:3379 / 3386
页数:8
相关论文
共 27 条
[1]  
Dai H., 2017, SECUR COMMUN NETW, P476
[2]   6-D Electromagnetic Tracking Approach Using Uniaxial Transmitting Coil and Tri-Axial Magneto-Resistive Sensor [J].
Dai, Houde ;
Song, Shuang ;
Zeng, Xianping ;
Su, Shjian ;
Lin, Mingqiang ;
Meng, Max Q. -H. .
IEEE SENSORS JOURNAL, 2018, 18 (03) :1178-1186
[3]   A Novel Glove Monitoring System Used to Quantify Neurological Symptoms During Deep-Brain Stimulation Surgery [J].
Dai, Houde ;
Otten, Bernward ;
Mehrkens, Jan Hinnerk ;
D'Angelo, L. T. ;
Lueth, Tim C. .
IEEE SENSORS JOURNAL, 2013, 13 (09) :3193-3202
[4]   Jacobian-Based Iterative Method for Magnetic Localization in Robotic Capsule Endoscopy [J].
Di Natali, Christian ;
Beccani, Marco ;
Simaan, Nabil ;
Valdastri, Pietro .
IEEE TRANSACTIONS ON ROBOTICS, 2016, 32 (02) :327-338
[5]   Real-Time Pose Detection for Magnetic Medical Devices [J].
Di Natali, Christian ;
Beccani, Marco ;
Valdastri, Pietro .
IEEE TRANSACTIONS ON MAGNETICS, 2013, 49 (07) :3524-3527
[6]   Quaternion-based fusion of gyroscopes and accelerometers to improve 3D angle measurement [J].
Favre, J. ;
Jolles, B. M. ;
Siegrist, O. ;
Aminian, K. .
ELECTRONICS LETTERS, 2006, 42 (11) :612-614
[7]   International Geomagnetic Reference Field: the eleventh generation [J].
Finlay, C. C. ;
Maus, S. ;
Beggan, C. D. ;
Bondar, T. N. ;
Chambodut, A. ;
Chernova, T. A. ;
Chulliat, A. ;
Golovkov, V. P. ;
Hamilton, B. ;
Hamoudi, M. ;
Holme, R. ;
Hulot, G. ;
Kuang, W. ;
Langlais, B. ;
Lesur, V. ;
Lowes, F. J. ;
Luehr, H. ;
Macmillan, S. ;
Mandea, M. ;
McLean, S. ;
Manoj, C. ;
Menvielle, M. ;
Michaelis, I. ;
Olsen, N. ;
Rauberg, J. ;
Rother, M. ;
Sabaka, T. J. ;
Tangborn, A. ;
Toffner-Clausen, L. ;
Thebault, E. ;
Thomson, A. W. P. ;
Wardinski, I. ;
Wei, Z. ;
Zvereva, T. I. .
GEOPHYSICAL JOURNAL INTERNATIONAL, 2010, 183 (03) :1216-1230
[8]   Robust Attitude Estimation from Uncertain Observations of Inertial Sensors Using Covariance Inflated Multiplicative Extended Kalman Filter [J].
Ghobadi, Mostafa ;
Singla, Puneet ;
Esfahani, Ehsan T. .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2018, 67 (01) :209-217
[9]   Magnetic Maps for Indoor Navigation [J].
Gozick, Brandon ;
Subbu, Kalyan Pathapati ;
Dantu, Ram ;
Maeshiro, Tomyo .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2011, 60 (12) :3883-3891
[10]  
Hu C, 2006, WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, P5304