Title :
An information-theoretic approach to underwater magnetic dipole localization
Author :
Gadre, Aditya S. ; Stilwell, Daniel J. ; Davis, Bradley
Author_Institution :
Bradley Dept. of Electr. & Comput. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
Abstract :
Algorithms for underwater magnetic anomaly localization are presented for autonomous underwater vehicle applications. Two approaches are considered. The first, based on information theoretic methods, utilizes an extended information filter to localize a single dipole. This approach enables an autonomous underwater vehicle to choose trajectories that locally maximize information gain and to speed up localization. The second approach utilizes an occupancy grid framework and the theory of evidence, and it is suitable for multiple dipoles.
Keywords :
geomagnetism; information filters; information theory; magnetometers; oceanographic equipment; oceanographic techniques; remotely operated vehicles; underwater vehicles; autonomous underwater vehicle; evidence theory; information filter; information theory; occupancy grid framework; underwater magnetic anomaly localization; underwater magnetic dipole localization; Information filters; Magnetic field measurement; Magnetic flux; Magnetic moments; Magnetic noise; Magnetic sensors; Magnetic separation; Magnetostatics; Underwater vehicles; Working environment noise;
Conference_Titel :
OCEANS, 2005. Proceedings of MTS/IEEE
Print_ISBN :
0-933957-34-3
DOI :
10.1109/OCEANS.2005.1639835