Title :
Experimental Study on Advanced Underwater Robot Control
Author :
Zhao, Side ; Yuh, Junku
Author_Institution :
Dept. of Mech. Eng., Univ. of Hawaii, Honolulu, HI, USA
Abstract :
The control issue of underwater robots is very challenging due to the nonlinearity, time variance, unpredictable external disturbances, such as the sea current fluctuation, and the difficulty in accurately modeling the hydrodynamic effect. Conventional linear controllers may fail in satisfying performance requirements, especially when changes in the system and environment occur during the operation since it is almost impossible to manually retune the control parameters in water. Therefore, it is highly desirable to have an underwater robot controller capable of self-adjusting control parameters when the overall performance degrades. This paper presents the theory and experimental work of the adaptive plus disturbance observer (ADOB) controller for underwater robots, which is robust with respect to external disturbance and uncertainties in the system. This control scheme consists of disturbance observer (DOB) as the inner-loop controller and a nonregressor based adaptive controller as the outer-loop controller. The effectiveness of the ADOB was experimentally investigated by implementing three controllers: PID, PID plus DOB, and ADOB on an autonomous underwater robot, ODIN III.
Keywords :
adaptive control; control nonlinearities; marine systems; mobile robots; observers; three-term control; PID control; adaptive plus disturbance observer; advanced underwater robot control; autonomous underwater robot; hydrodynamic effect; inner-loop controller; outer-loop controller; sea current fluctuation; self-adjusting control; uncertain system; Adaptive control; Control systems; Degradation; Fluctuations; Hydrodynamics; Programmable control; Robot control; Robust control; Three-term control; Uncertainty; Adaptive control; disturbance observer (DOB); underwater robots;
Journal_Title :
Robotics, IEEE Transactions on
DOI :
10.1109/TRO.2005.844682