Title :
Towards online terrain aided navigation of underwater gliders
Author :
Claus, Brian ; Bachmayer, Ralf
Author_Institution :
Dept. of Ocean & Naval Archit. Eng., Memorial Univ. of Newfoundland, St. John´s, NL, Canada
Abstract :
A terrain aided navigation algorithm has been developed through off-line trials which is suited for operations on an underwater glider. This method has been developed to enable persistent measurements using underwater gliders in regions where surface access is difficult or not possible. The algorithm is based on a jittered bootstrap particle filter. During two sets of off-line trials composed of a 10 km straight line segment and a 90 km survey segment the method was limited to RMS errors of 25 m and 50 m respectively. Integration of the algorithm into an underwater glider was achieved through the addition of a separate single board computer which is interfaced to the payload computer to retrieve the vehicle´s dead-reckoning solution, attitude, depth and attitude. Navigation updates and a status flag are sent back to the vehicle which logs the estimates in open-loop trials or incorporates them for closed loop trials.
Keywords :
autonomous underwater vehicles; control engineering computing; digital elevation models; particle filtering (numerical methods); path planning; RMS error; bootstrap particle filter; online terrain aided navigation algorithm; root mean square error; straight line segment; survey segment; underwater gliders; vehicle altitude; vehicle attitude; vehicle dead-reckoning; vehicle depth; Computers; Global Positioning System; Payloads; Program processors; Sonar navigation; Vehicles;
Conference_Titel :
Autonomous Underwater Vehicles (AUV), 2014 IEEE/OES
Print_ISBN :
978-1-4799-4345-6
DOI :
10.1109/AUV.2014.7054410