Study on Information Fusion Algorithm in Tightly Coupled GPS/SINS Integrated Navigation System

被引:0
|
作者
Chen, Shuai [1 ]
Xue, Xiaozhong [1 ]
Du, Guoping [1 ]
Bo, Yuming [1 ]
机构
[1] Nanjing Univ Sci & Technol, Dept Automat, Nanjing 210094, Jiangsu, Peoples R China
关键词
strapdown inertial navigation system; global position system; Integrated navigation system; Unscented Kalman filter; tightly coupled;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The tightly coupled GPS/SINS integrated navigation system is studied in this paper. In order to meet the requirement of precision and stability, a nonlinear error model of SINS based on additive quaternion is established and a kind of SRUKF(Square-Root Unscented Kalman Filter) algorithm is designed. Compared whith EKF, The SRUKF not only improves the location precision greatly but also avoids the calculating burden of Jacobin matrices. Simulation results show the feasibility and effectiveness of the proposed algorithm in tightly coupled GPS/SINS integrated navigation system.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] Application of Information Fusion to SINS/GPS System
    Ting, Zhang
    [J]. Proceedings of the 27th Chinese Control Conference, Vol 5, 2008, : 817 - 820
  • [32] Information Fusion Based on Artificial Intelligence Method for SINS/GPS Integrated Navigation of Marine Vessel
    Zhang, Chuang
    Guo, Chen
    Guo, Mu-Zhuang
    [J]. JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2020, 15 (03) : 1345 - 1356
  • [33] Information Fusion Based on Artificial Intelligence Method for SINS/GPS Integrated Navigation of Marine Vessel
    Chuang Zhang
    Chen Guo
    Mu-Zhuang Guo
    [J]. Journal of Electrical Engineering & Technology, 2020, 15 : 1345 - 1356
  • [34] Design and Experiment of SINS/GPS Integrated Navigation System
    Yan, Jie
    Xu, Xiaosu
    [J]. JOURNAL OF COMPUTERS, 2013, 8 (08) : 1973 - 1978
  • [35] Unified Approach to Ultra-Tightly-Coupled GPS/INS Integrated Navigation System
    Hwang, D. H.
    Lim, D. W.
    Cho, S. L.
    Lee, S. J.
    [J]. IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2011, 26 (03) : 30 - 38
  • [36] A Novel Information Fusion Algorithm for GPS/INS Navigation System
    Zhao Xiaochuan
    Luo Qingsheng
    Han Baoling
    Li Xiyu
    [J]. ICIA: 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-3, 2009, : 803 - +
  • [37] SINS/CNS/GPS integrated navigation algorithm based on UKF
    Haidong Hu and Xianlin Huang Center for Control Theory and Guidance Technology
    [J]. Journal of Systems Engineering and Electronics, 2010, 21 (01) : 102 - 109
  • [38] Federated Information Fusion Technology for SINS/CNS/SMNS Integrated Navigation System
    Wang, Xinlong
    Yu, Jie
    Ma, Shan
    [J]. PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 183 - 187
  • [39] Development of a Test System of SINS/GPS Integrated Navigation System
    He Guang-jun
    Li Bao-quan
    Wang Jiu-yang
    Wang Jin-bo
    [J]. IEEE CIRCUITS AND SYSTEMS INTERNATIONAL CONFERENCE ON TESTING AND DIAGNOSIS, 2009, : 337 - 340
  • [40] SINS/CNS/GPS integrated navigation algorithm based on UKF
    Hu, Haidong
    Huang, Xianlin
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2010, 21 (01) : 102 - 109