Title :
Perimeter patrol on autonomous surface vehicles using marine radar
Author :
Oleynikova, Elena ; Lee, Nicole B. ; Barry, Andrew J. ; Holler, Joseph ; Barrett, David
Author_Institution :
Olin Intell. Vehicles Lab., Franklin W. Olin Coll. of Eng., Needham, MA, USA
Abstract :
Perimeter patrol enhances the utility of autonomous surface vehicles (ASVs) by enabling many security and scientific missions, including harbor protection, water sampling, and geological survey. We present a novel approach to perimeter patrol that uses only two sensors: commercial off-the-shelf available marine radar and the heading information from a GPS. Our algorithm performs computer vision morphological operations on the radar image to find a suitable path around shore and choose an appropriate next waypoint. Our method has proved robust to a variety of field conditions, allowing us to demonstrate the autonomous navigation of a 3.5 km perimeter lake.
Keywords :
Global Positioning System; computer vision; marine radar; marine vehicles; radar imaging; security; GPS; autonomous navigation; autonomous surface vehicles; computer vision; harbor protection; marine radar; perimeter patrol; radar image; security; Global Positioning System; Radar imaging; Sea surface; Sensors; Spaceborne radar; Vehicles;
Conference_Titel :
OCEANS 2010 IEEE - Sydney
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4244-5221-7
Electronic_ISBN :
978-1-4244-5222-4
DOI :
10.1109/OCEANSSYD.2010.5603901