DocumentCode
559255
Title
Study on underwater navigation of crawler type mining robot
Author
Yeu, Tae-Kyeong ; Yoon, Suk-Min ; Park, Seung-Jea ; Sup Hong ; Kim, Hyung-Woo ; Lee, Chang-Ho ; Choi, Jong-Su ; Sung, Ki-Young
Author_Institution
MOERI, Korea Ocean R&D Inst., Daejeon, South Korea
fYear
2011
fDate
19-22 Sept. 2011
Firstpage
1
Lastpage
6
Abstract
In South Korea, a self-propelled mining robot, named MineRo, was developed in 2007. In 2009 and 2010, shallow water tests in around 100m depth have been executed for the purpose of evaluations of collecting, lifting and driving performance. Particularly, in the 2010´s test, a path tracking control of the robot was performed near harbor Hupo at East Sea of South Korea. For the path tracking control, most of all, the underwater navigation informed robot´s position should be ensured. This paper proposes two navigation algorithms, dead-reckoning and extended kalman filter(EKF) based on the kinematics of robot. Firstly, the kinematic parameters, such as slip and slip-angle are calculated from velocity of DVL and yaw-rate in real time. In case of dead reckoning, the position is directly estimated from the kinematics substituting the parameters. In EKF, by applying the parameters to the Jacobian matrix, the accuracy is improved. The performances of two algorithms are verified through simulation using the data of various driving test of the robot.
Keywords
Jacobian matrices; Kalman filters; mining; mobile robots; nonlinear filters; path planning; robot kinematics; underwater vehicles; Jacobian matrix; MineRo; South Korea; collecting performance; crawler type mining robot; dead-reckoning; driving performance; extended Kalman filter; harbor Hupo; lifting performance; path tracking control; robot kinematics; selfpropelled mining robot; slip-angle; underwater navigation; yaw-rate; Data mining; Kinematics; Navigation; Robot kinematics; Robot sensing systems; Crawler type mining robot; DVL based dead-reckoning; EKF(Extended Kalman Filter); Track slip; Underwater Navigation;
fLanguage
English
Publisher
ieee
Conference_Titel
OCEANS 2011
Conference_Location
Waikoloa, HI
Print_ISBN
978-1-4577-1427-6
Type
conf
Filename
6107056
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