Title :
Experiments with Underwater Robot Localization and Tracking
Author :
Corke, Peter ; Detweiler, Carrick ; Dunbabin, Matthew ; Hamilton, Michael ; Rus, Daniela ; Vasilescu, Iuliu
Author_Institution :
Autonomous Syst. Lab, CSIRO ICT Centre, Brisbane, Qld.
Abstract :
This paper describes a novel experiment in which two very different methods of underwater robot localization are compared. The first method is based on a geometric approach in which a mobile node moves within a field of static nodes, and all nodes are capable of estimating the range to their neighbours acoustically. The second method uses visual odometry, from stereo cameras, by integrating scaled optical flow. The fundamental algorithmic principles of each localization technique is described. We also present experimental results comparing acoustic localization with GPS for surface operation, and a comparison of acoustic and visual methods for underwater operation.
Keywords :
SLAM (robots); image sequences; mobile robots; robot vision; sensor fusion; stereo image processing; underwater vehicles; acoustic localization; acoustic ranging; robot mobile node; scaled optical flow; static nodes; stereo cameras; surface operation; underwater robot localization; visual odometry; Acoustic measurements; Acoustic sensors; Global Positioning System; Ocean temperature; Robot localization; Sea measurements; Sea surface; Underwater acoustics; Underwater tracking; Underwater vehicles;
Conference_Titel :
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location :
Roma
Print_ISBN :
1-4244-0601-3
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2007.364181