A new multi-position calibration method for MEMS inertial navigation systems

被引:303
|
作者
Syed, Z. F. [1 ]
Aggarwal, P. [1 ]
Goodall, C. [1 ]
Niu, X. [1 ]
El-Sheimy, N. [1 ]
机构
[1] Univ Calgary, Dept Geomat Engn, Calgary, AB, Canada
关键词
mEMS inertial navigation systems; calibration method; GPS/INS integration;
D O I
10.1088/0957-0233/18/7/016
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The Global Positioning System ( GPS) is a worldwide navigation system that requires a clear line of sight to the orbiting satellites. For land vehicle navigation, a clear line of sight cannot be maintained all the time as the vehicle can travel through tunnels, under bridges, forest canopies or within urban canyons. In such situations, the augmentation of GPS with other systems is necessary for continuous navigation. Inertial sensors can determine the motion of a body with respect to an inertial frame of reference. Traditionally, inertial systems are bulky, expensive and controlled by government regulations. Micro- electro mechanical systems ( MEMS) inertial sensors are compact, small, inexpensive and most importantly, not controlled by governmental agencies due to their large error characteristics. Consequently, these sensors are the perfect candidate for integrated civilian navigation applications with GPS. However, these sensors need to be calibrated to remove the major part of the deterministic sensor errors before they can be used to accurately and reliably bridge GPS signal gaps. A new multi- position calibration method was designed for MEMS of high to medium quality. The method does not require special aligned mounting and has been adapted to compensate for the primary sensor errors, including the important scale factor and non- orthogonality errors of the gyroscopes. A turntable was used to provide a strong rotation rate signal as reference for the estimation of these errors. Two different quality MEMS IMUs were tested in the study. The calibration results were first compared directly to those from traditional calibration methods, e. g. six- position and rate test. Then the calibrated parameters were applied in three datasets of GPS/ INS field tests to evaluate their accuracy indirectly by comparing the position drifts during short- term GPS signal outages.
引用
收藏
页码:1897 / 1907
页数:11
相关论文
共 50 条
  • [1] A new multi-position calibration method for accelerometers of the inertial navigation system
    Li Chan
    Cao Yuan
    Zhang Shi-feng
    [J]. 2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 6491 - 6494
  • [2] A multi-position self-calibration method for dual-axis rotational inertial navigation system
    Ren, Qian
    Wang, Bo
    Deng, Zhihong
    Fu, Mengyin
    [J]. SENSORS AND ACTUATORS A-PHYSICAL, 2014, 219 : 24 - 31
  • [3] Improved multi-position calibration for inertial measurement units
    Zhang, Hongliang
    Wu, Yuanxin
    Wu, Wenqi
    Wu, Meiping
    Hu, Xiaoping
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2010, 21 (01)
  • [4] Multi-Position Calibration Method of Gyroscopes in Inertial Measurement Unit Based on Centrifuge with Position Platform
    Wang, Shi-ming
    Chen, Dong
    Meng, Ni
    [J]. MICROGRAVITY SCIENCE AND TECHNOLOGY, 2021, 33 (01)
  • [5] Multi-Position Calibration Method of Gyroscopes in Inertial Measurement Unit Based on Centrifuge with Position Platform
    Shi-ming Wang
    Dong Chen
    Ni Meng
    [J]. Microgravity Science and Technology, 2021, 33
  • [6] Optimized Multi-Position Calibration Method with Nonlinear Scale Factor for Inertial Measurement Units
    Wang, Zihui
    Cheng, Xianghong
    Fu, Jinbo
    [J]. SENSORS, 2019, 19 (16)
  • [7] An improved multi-position calibration method for low cost micro-electro mechanical systems inertial measurement units
    Ding, Zhijian
    Cai, Hong
    Yang, Huabo
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2015, 229 (10) : 1919 - 1930
  • [8] An enhanced multi-position calibration method for consumer-grade inertial measurement units applied and tested
    Nieminen, Tuukka
    Kangas, Jari
    Suuriniemi, Saku
    Kettunen, Lauri
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2010, 21 (10)
  • [9] A new Multi-position calibration method for gyroscope's drift coefficients on centrifuge
    Wang Shi-ming
    Meng Ni
    [J]. AEROSPACE SCIENCE AND TECHNOLOGY, 2017, 68 : 104 - 108
  • [10] The calibration method for accelerometers in the redundant MEMS inertial navigation system
    Du, Binhan
    Shi, Zhiyong
    Ding, Mingkuan
    Han, Lanyi
    Song, Jinlong
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2021, 32 (09)