Title :
Behavior-based control for autonomous underwater exploration
Author :
Rosenblatt, Julio ; Willams, Stefan ; Durrant-Whyte, Hugh
Author_Institution :
Australian Centre for Field Robotics, Sydney Univ., NSW, Australia
Abstract :
We present a system for behavior-based control of an autonomous underwater vehicle for the purpose of inspection of coral reefs, a task currently performed by divers holding a video camera while following a rope. Using sonar and vision-based approaches, behaviors have been developed for guiding the robot along its intended course, for maintaining a constant height above the sea floor, and for avoiding obstacles. A task-level controller selects which behaviors should be active according to user-defined plans and in response to system failures. Behavior arbitration has been implemented using both fuzzy logic and utility fusion. Initial experiments have been conducted in a natural coastal inlet, and the system is to be soon demonstrated in the coral reef environment
Keywords :
CCD image sensors; decision theory; fuzzy logic; mobile robots; path planning; probability; robot vision; sonar; underwater vehicles; autonomous underwater exploration; autonomous underwater vehicle; behavior arbitration; behavior-based control; coral reefs; natural coastal inlet; obstacles avoidance; task-level controller; user-defined plans; utility fusion; vision-based approaches; Australia; Cameras; Control systems; Fuzzy logic; Navigation; Remotely operated vehicles; Robot vision systems; Sonar; Surveillance; Underwater vehicles;
Conference_Titel :
Robotics and Automation, 2000. Proceedings. ICRA '00. IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-5886-4
DOI :
10.1109/ROBOT.2000.844166