Approach for altitude damping in integrated ship navigation system based on robust UKF filtering

被引:0
|
作者
Cheng, Xiang-Hong [1 ]
Wang, Hai-Peng [1 ]
Wang, Xiao-Fei [1 ]
机构
[1] School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China
关键词
Combat efficiency - Filtering algorithm - Infinite theories - Main error sources - Measurement information - Misalignment angles - Unscented transformations - Vertical channels;
D O I
暂无
中图分类号
学科分类号
摘要
The altitude damping is an important problem in ship navigation system which directly affects the combat efficiency of warships. In order to solve the problem of vertical channel divergence in pure inertial navigation system, an INS/GPS third-order vertical channel damping loop was designed. Meanwhile, a filtering algorithm was adopted to damp the main error source to prevent it from causing altitude error. Based on the concept of Euler platform error angles, a nonlinear SINS error model with arbitrary initial misalignment angles was proposed. By combining H-infinite theory with the unscented transformation, a robust UKF algorithm was also deduced. Finally, an altitude damping simulation test was conducted. The results show that the altitude damping approach in integrated ship navigation system based on the robust UKF filtering can efficiently damp the altitude calculation, and the altitude damping accuracy is roughly equivalent to the accuracy of external measurement information.
引用
收藏
页码:42 / 45
相关论文
共 50 条
  • [31] A Ship GPS/DR Integrated Navigation System
    Zhang, Yuan Liang
    MANUFACTURING ENGINEERING AND AUTOMATION II, PTS 1-3, 2012, 591-593 : 1818 - 1821
  • [32] SINS/CNS/GPS integrated navigation algorithm based on UKF
    Hu, Haidong
    Huang, Xianlin
    JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2010, 21 (01) : 102 - 109
  • [33] SINS/CNS/GPS integrated navigation algorithm based on UKF
    Haidong Hu and Xianlin Huang Center for Control Theory and Guidance Technology
    Journal of Systems Engineering and Electronics, 2010, 21 (01) : 102 - 109
  • [34] INVARIANT FILTERING VERSUS OTHER ROBUST FILTERING METHODS APPLIED TO INTEGRATED NAVIGATION
    Robert, E.
    Perrot, T.
    2017 24TH SAINT PETERSBURG INTERNATIONAL CONFERENCE ON INTEGRATED NAVIGATION SYSTEMS (ICINS), 2017,
  • [35] Nonlinear algorithm based on UKF for low-cost SINS/GPS integrated navigation system
    Dept. of Instrumentation, Beijing Univ. of Aeronautics and Astronautics, Beijing 100083, China
    Xi Tong Cheng Yu Dian Zi Ji Shu/Syst Eng Electron, 2007, 3 (408-411):
  • [36] Robust Kalman filtering with constraints: a case study for integrated navigation
    Yang, Yuanxi
    Gao, W.
    Zhang, X.
    JOURNAL OF GEODESY, 2010, 84 (06) : 373 - 381
  • [37] Robust Kalman filtering with constraints: a case study for integrated navigation
    Yuanxi Yang
    W. Gao
    X. Zhang
    Journal of Geodesy, 2010, 84 : 373 - 381
  • [38] Adaptive robust filtering algorithm in GPS/DR integrated navigation
    Jiao, Ya-Lin
    Gao, She-Sheng
    Xue, Li
    Zhongguo Guanxing Jishu Xuebao/Journal of Chinese Inertial Technology, 2010, 18 (03): : 307 - 311
  • [39] An Adaptive UKF Algorithm and Its Application for Vehicle Integrated Navigation System
    Wu Xiao-yan
    Song Chun-lei
    Chen Jia-bin
    Han Yong-qiang
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 787 - 791
  • [40] Application of EKF and UKF in tightly-coupled integrated navigation system
    Zhao, Si-Hao
    Lu, Ming-Quan
    Feng, Zhen-Ming
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2009, 31 (10): : 2450 - 2454