DocumentCode :
3013680
Title :
A visual-servoing scheme for semi-autonomous operation of an underwater robotic vehicle using an IMU and a Laser Vision System
Author :
Karras, George C. ; Loizou, Savvas G. ; Kyriakopoulos, Kostas J.
Author_Institution :
Control Syst. Lab., Nat. Tech. Univ. of Athens, Athens, Greece
fYear :
2010
fDate :
3-7 May 2010
Firstpage :
5262
Lastpage :
5267
Abstract :
This paper presents a visual servoing control scheme that is applied to an underwater robotic vehicle. The objective of the proposed control methodology is to provide a human operator the capability to move the vehicle without loosing the target from the vision system´s field of view. On-line estimation of the vehicle states is achieved by fusing data from a Laser Vision System (LVS) and an Inertial Measurement Unit (IMU) using an asynchronous Unscented Kalman Filter (UKF). A controller designed at the kinematic level, is backstepped into the dynamics of the system, maintaining its analytical stability guarantees. It is shown that the under-actuated degree of freedom is input-to-state stable and an energy based shaping of the user input with stability guarantees is implemented. The resulting control scheme has analytically guaranteed stability and convergence properties, while its applicability and performance are experimentally verified using a small Remotely Operated Vehicle (ROV) in a test tank.
Keywords :
Kalman filters; inertial navigation; mobile robots; remotely operated vehicles; robot vision; underwater vehicles; visual servoing; IMU; asynchronous unscented Kalman filter; energy based shaping; inertial measurement unit; input-to-state stability; laser vision system; online estimation; remotely operated vehicle; semiautonomous operation; under-actuated degree of freedom; underwater robotic vehicle; visual servoing control scheme; Control systems; Humans; Machine vision; Measurement units; Remotely operated vehicles; Robot vision systems; Stability analysis; State estimation; Underwater vehicles; Visual servoing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation (ICRA), 2010 IEEE International Conference on
Conference_Location :
Anchorage, AK
ISSN :
1050-4729
Print_ISBN :
978-1-4244-5038-1
Electronic_ISBN :
1050-4729
Type :
conf
DOI :
10.1109/ROBOT.2010.5509259
Filename :
5509259
Link To Document :
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