A Novel Method to Integrate IMU and Magnetometers in Attitude and Heading Reference Systems

被引:58
|
作者
Han, Songlai [1 ]
Wang, Jinling [2 ]
机构
[1] Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
[2] Univ New S Wales, Sydney, NSW 2052, Australia
来源
JOURNAL OF NAVIGATION | 2011年 / 64卷 / 04期
关键词
AHRS; Kalman filter; IMU; Magnetometer;
D O I
10.1017/S0373463311000233
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
Modern attitude and heading reference systems (AHRS) generally use Kalman filters to integrate gyros with some other augmenting sensors, such as accelerometers and magnetometers, to provide a long term stable orientation solution. The construction of the Kalman filter for the AHRS is flexible, while the general options are the methods based on quaternion, Euler angles, or Euler angle errors. But the quaternion and Euler angle based methods need to model system angular motions, and, meanwhile, all these three methods suffer from nonlinear problems which will increase the system complexities and the computational difficulties. This paper proposes a novel implementation method for the AHRS integrating IMU and magnetometer sensors. In the proposed method, the Kalman filtering is implemented to use the Euler angle errors to express the local level frame (l frame) errors, rather than express the body frame (b frame) errors as the customary methods do. A linear system error model based on the Euler angles errors expressing the l frame errors for the AHRS has been developed and the corresponding system observation model has been derived. This proposed method for AHRS does not need to model system angular motions and also avoids the nonlinear problem which is inherent in the commonly used methods. The experimental results show that the proposed method is a promising alternative for the AHRS.
引用
收藏
页码:727 / 738
页数:12
相关论文
共 50 条
  • [31] Invariant observer design of attitude and heading reference system
    Martin Barczyk
    Control Theory and Technology, 2019, 17 : 228 - 240
  • [32] Design of attitude heading reference system for aerial platform
    Zhang, J
    Jin, ZH
    PROCEEDINGS OF THE CHINA ASSOCIATION FOR SCIENCE AND TECHNOLOGY, VOL 1, NO 2, 2004, : 292 - 297
  • [33] Prototyping a Basic MEMS Attitude Heading and Reference System
    da Paixao, Ronan Alves
    Magalhaes Neto, Jacy Montenegro
    Ferreira Rosa, Paulo Fernando
    2011 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), 2011,
  • [34] An Attitude Heading and Reference System: Basic Concepts and Prototype
    da Paixao, Ronan Alves
    Ferreira Rosa, Paulo Fernando
    Magalhaes Neto, Jacy Montenegro
    2011 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2011,
  • [35] Invariant observer design of attitude and heading reference system
    Barczyk, Martin
    CONTROL THEORY AND TECHNOLOGY, 2019, 17 (03) : 228 - 240
  • [36] Vector-Aided In-Field Calibration Method for Low-End MEMS Gyros in Attitude and Heading Reference Systems
    Li, Xiang
    Li, Zhi
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2014, 63 (11) : 2675 - 2681
  • [37] Reliability and Validity of Attitude and Heading Reference System Motion Estimation in a Novel Mirror Therapy System
    Kim, Wonshik
    Beom, Jaewon
    Park, Chulwoo
    Koh, Sukgyu
    Kim, Yoon Jae
    Kim, Youdan
    Chung, Sun Gun
    Kim, Sungwan
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2018, 38 (03) : 370 - 377
  • [38] Reliability and Validity of Attitude and Heading Reference System Motion Estimation in a Novel Mirror Therapy System
    Wonshik Kim
    Jaewon Beom
    Chulwoo Park
    Sukgyu Koh
    Yoon Jae Kim
    Youdan Kim
    Sun Gun Chung
    Sungwan Kim
    Journal of Medical and Biological Engineering, 2018, 38 : 370 - 377
  • [39] The method of testing of the attitude reference systems with optoelectronic sensors
    Szelmanowski, A
    Michalak, S
    OPTOELECTRONIC AND ELECTRONIC SENSORS V, 2002, : 178 - 185
  • [40] Rotation and Acceleration Based Adaptation for Attitude and Heading Reference System
    Ozgeneci, Mehmet Ercin
    Ciloglu, Tolga
    2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2013,