JOURNAL OF LIGHT INDUSTRY

CN 41-1437/TS  ISSN 2096-1553

Volume 29 Issue 5
September 2014
Article Contents
SHI Jun-li. Research on integrated navigation using UKF order filtering[J]. Journal of Light Industry, 2014, 29(5): 78-82. doi: 10.3969/j.issn.2095-476X.2014.05.018
Citation: SHI Jun-li. Research on integrated navigation using UKF order filtering[J]. Journal of Light Industry, 2014, 29(5): 78-82. doi: 10.3969/j.issn.2095-476X.2014.05.018 shu

Research on integrated navigation using UKF order filtering

  • Received Date: 2014-04-25
    Available Online: 2014-09-15
  • Kalman filtering requires the calculation of Jacobian matrix in integrated navigation,when the model is too complex or Jacobian matrix cannot be obtained it is difficult to deal with the issue,the UKF sequential filtering method was proposed.To solve these problems,the method used the UKF filter, the GPS information and navigation information,successively using new information to make correction estimates.The method was used in ship navigation,and the simulation results proved the effectiveness of the algorithm.
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    1. [1]

      Mooij E,Chu Q P.Tightly-coupled IMU/GPS re-entry navigation system[C]//American Institute of Aeronautics and Astronautics,California:AIAA,2002:1-11.

    2. [2]

      Qian H M,Lei Y M,Xie C S.Analysis compare and performance appraisal on filter methods in integrated navigation system[J].Journal of Chinese Inertial Technology,2006,14(6):95.

    3. [3]

      Qian H M,An D,Xia Q X.Application of SRUKF in SINS initial alignment for large misalignment angles[C]//2010 Third International Conference on Modelling and Simulation,Washington:IEEE Computer Society,2010:303-308.

    4. [4]

      Qian H M,An D,Xia Q X.IMM-UKF based land-vehicle navigation with low-cost GPS/INS[C]//2010 IEEE International Conference on Information and Automation,Washington:IEEE Computer Society,2010:2031-2035.

    5. [5]

      Dyrud L,Woessner B,Jovancevic A,et al.Ultra tightly coupled GPS/INS receiver for TSPI applications[C]//Proceeding of Institute of Navigation GNSS 20th International Technical Meeting of the Satellite Division,Fort Worth:TX,2007:25-28.

    6. [6]

      Wang W,Liu Z Y,Xie R R.An improved tightly coupled approach for GPS/INS integration[C]//Proceedings of the 2004 IEEE Conference on Robotics,Automation and Mechatronics,Seattle,WA:IEEE Robatics and Automation Society,2004:1164-1167.

    7. [7]

      Babu R,Wang J L,Rao G.Analysis of ultra-tight GPS/INS integrated system for navigation performance[C]//IEEE International Conference on Signal Processing,Communications and Networking,Seattle,WA:IEEE Robatics and Automation Society,2008:234-237.

    8. [8]

      Wand W,Liu Z,Xie R.An improved tightly coupled approach for GPS/INS integration[J].IEEE Conference on Robotics Automation and Mechatronics,2004(2):1164.

    9. [9]

      Julier S,Uhlmann J,Hugh F.A new method for the nonlinar transformation of means and covariances in filters and estimators[J].IEEE Trans on Automatic Control,2000,45(3):477.

    10. [10]

      Betkel M.Real-time multiple vehicle detection and tracking frorm a moving vehicle[J].IEEE Trans on Image Processing,2001,10(3):475.

    11. [11]

      Du Y,Niltolaos P. Real-time vehicle following through a novel symmetry-based approach[C]//Proc of the 1997 IEEE Int Conf on Robotics and Automation Albuquerque,Seattle, WA:IEEE Robatics and Automation Society,1997:1023-1026.

    12. [12]

      张红梅,邓正隆.UKF方法在陆地车辆组合导航中的应用[J].中国惯性技术学报,2004,12(4):20.

    13. [13]

      汤天浩,闻春红,王天真,等.舰船组合导航系统的顺序滤波融合算法[J].中国航海,2008(3):206.

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