• DocumentCode
    2044324
  • Title

    Nonlinear deformation measurement method based on IMU for ship

  • Author

    Gao Wei ; Shan Wei ; Xu Bo ; Deng Li Ying

  • Author_Institution
    Coll. of Autom., Harbin Eng. Univ., Nantong, China
  • fYear
    2015
  • fDate
    2-5 Aug. 2015
  • Firstpage
    1397
  • Lastpage
    1401
  • Abstract
    Ship deformation is generally divided into static deformation and dynamic deformation that are usually considered as a small angle. However, in real situation, it can be a large angle in heading direction between IMU in the large ship because of the limitation of IMU installation location, which leads to the nonlinear of the error model. Establishing the nonlinear error model and processing it with nonlinear filter can effectively solve the ship deformation problem above. The simulation results show that UKF method has more high estimate precision and faster convergence speed than EKF, which can reach less than 0.1´.
  • Keywords
    marine engineering; ships; EKF; IMU installation location; UKF method; dynamic deformation; nonlinear deformation measurement method; nonlinear error model; nonlinear filter; ship deformation problem; static deformation; Convergence; Deformable models; Estimation; Extraterrestrial measurements; Marine vehicles; Mathematical model; Noise; EKF; Ship deformation measurement; UKF; inertia matching method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-7097-1
  • Type

    conf

  • DOI
    10.1109/ICMA.2015.7237689
  • Filename
    7237689