Title :
Study on the Design and Algorithm of INS/MCP/DR Integrated Navigation Method for Underwater Glider
Author :
Haoqian, Huang ; Xiyuan, Chen ; Hu, Liu ; Zhikai, Zhou
Author_Institution :
Lab. of Micro-Inertial Instrum. & Adv. Navig. Technol., Southeast Univ., Nanjing, China
fDate :
July 31 2012-Aug. 2 2012
Abstract :
A novel navigation system with low power, simple design, high precision navigation applied to the glider to run longer time underwater was proposed. For improving the long-term navigation and positioning precision, an integrated method including a dead reckoning(DR) model, a magnetic compass pilot(MCP) and an inertial navigation system(INS) was developed. In addition, a novel adaptive algorithm of unscented Kalman filter(UKF) fusing the fuzzy logic controller was proposed to improve navigation precision, the convergence speed of filter and the robustness of the integrated system. Simulation results showed that this integrated method can restrain the fast growth of INS errors and improve the location accuracy in long-term underwater navigation, and this algorithm has the obvious advantage in enhancing the robustness of the integrated system over popular UKF method.
Keywords :
Kalman filters; compasses; convergence; fuzzy control; geophysical signal processing; inertial navigation; nonlinear filters; position control; underwater vehicles; INS errors; INS-MCP-DR integrated navigation method; UKF; adaptive algorithm; dead reckoning model; filter convergence speed; fuzzy logic controller; high precision navigation; inertial navigation system; location accuracy improvement; long-term positioning precision; long-term underwater navigation; magnetic compass pilot; underwater glider; unscented Kalman filter; Adaptation models; Azimuth; Filtering algorithms; Kalman filters; Navigation; Noise; Robustness; dead reckoning (DR); fuzzy adaptive unscented Kalman filter (FAUKF); inertial navigation system (INS); long-term gliding; magnetic compass pilot(MCP); underwater glider;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2012 Third International Conference on
Conference_Location :
GuiLin
Print_ISBN :
978-1-4673-2217-1
DOI :
10.1109/ICDMA.2012.198