• DocumentCode
    1719978
  • Title

    The vertical motion state estimation of hydrofoil catamaran based on improved UKF

  • Author

    Liu Sheng ; Yang Dan ; Su Xu ; Zhang Hongmei

  • Author_Institution
    Coll. of Autom., Harbin Eng. Univ., Harbin, China
  • fYear
    2013
  • Firstpage
    4618
  • Lastpage
    4622
  • Abstract
    It was the basis of attitude control that an accurate estimate of hydrofoil catamaran athletic stance. It was a problem that a little measurement noise could affect results of ship control system. Improved unscented Kalman filter was been used to estimate the vertical motion state of hydrofoil catamaran. Analysed characteristic of hydrofoil catamaran vertical motion,then set up the vertical motion state equation and measure equation of hydrofoil catamaran. Random measurement noise of sensors had been built. An improved unscented transformation was been used to reduce sigma points. The unscented kalman filter was applied to estimate the vertical motion of the ship. Simulation results showed that improved unscented kalman filter could estimate the vertical motion state of hydrofoil catamaran. The estimated attitude provided was accurate and efficient.
  • Keywords
    Kalman filters; attitude control; marine control; marine vehicles; motion control; motion estimation; noise measurement; nonlinear filters; sensors; ships; state estimation; Improved unscented Kalman filter; attitude control; hydrofoil catamaran athletic stance; improved UKF-based hydrofoil catamaran; random noise measurement; ship control system; sigma points; unscented transformation; vertical motion state equation; vertical motion state estimation; vertical ship motion; Educational institutions; Electronic mail; Equations; Kalman filters; Marine vehicles; Noise; Noise measurement; Attitude Estimation; Colored Measurement Noise; Hydrofoil Catamaran; Unscented Kalman Filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2013 32nd Chinese
  • Conference_Location
    Xi´an
  • Type

    conf

  • Filename
    6640235