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
Link To Document :
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