Title :
Error estimation method of SINS based on UKF in terrain-aided navigation
Author :
Li Heng ; Zhang Jing-yuan ; Shen Jian
Author_Institution :
Dept. of Weaponry Eng., Naval Univ. of Eng., Wuhan, China
Abstract :
Sins has accumulated some error when UUV entered in matching region, so it is necessary to make use of appropriate signal integration strategy to estimate error for ensuring the precision of subsequent sailing. On base of building system nonlinear error model, UKF filter was proposed which used the information from underwater terrain matching and depth pressure sensor as measure, simulation results indicate that the proposed filter has preferable estimation precision, which can provide reference for sins error estimation in matching region.
Keywords :
Kalman filters; inertial navigation; pressure sensors; terrain mapping; SINS; UKF filter; UUV; error estimation method; matching region; nonlinear error model; pressure sensor; signal integration; strap down inertial navigation system; terrain-aided navigation; underwater terrain matching; Accelerometers; Error analysis; Estimation error; Navigation; Pressure measurement; Silicon compounds; strap down inertial navigation system (SINS); terrain matching; terrain-aided navigation (TAN); unscented kalman filter (UKF);
Conference_Titel :
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location :
Jilin
Print_ISBN :
978-1-61284-719-1
DOI :
10.1109/MEC.2011.6026000