Browse > Article
http://dx.doi.org/10.12673/jant.2017.21.2.171

Development of the Localization Algorithm for a Hovering-type Autonomous Underwater Vehicle using Extended Kalman Filter  

Kang, Hyeon-seok (Department of Convergence Study on the Ocean Science and Technology, Ocean Science and Technology School, Korea Maritime and Ocean University-Korea Institute of Ocean Science and Technology)
Hong, Sung-min (Department of Convergence Study on the Ocean Science and Technology, Ocean Science and Technology School, Korea Maritime and Ocean University-Korea Institute of Ocean Science and Technology)
Sur, Joo-no (Research Institute of Industrial Technology, Korea Maritime and Ocean University)
Kim, Dong-hee (Naval R&D Center, Hanwha Systems)
Jeong, Jae-hun (Department of Mechanical Engineering, Korea Maritime and Ocean University)
Jeong, Seong-hoon (Research Institute of Industrial Technology, Korea Maritime and Ocean University)
Choi, Hyeung-sik (Department of Mechanical Engineering, Korea Maritime and Ocean University)
Kim, Joon-young (Department of Mechanical Engineering, Korea Maritime and Ocean University)
Abstract
In this paper, in order to verify the performance of a localization algorithm using GPS as an auxiliary sensor, the algorithm was applied to a hovering-type autonomous underwater vehicle (AUV) to perform a field test. The applied algorithm is an algorithm to improve the accumulated positional error of dead reckoning using doppler velocity logger(DVL) and tilt-compensated compass module (TCM) mounted on the AUV. GPS when surfaced helps the algorithm to estimate the position and the heading bias error of TCM for geodetic north, which makes it possible to perform dead reckoning on north-east-down (NED) coordinates. As a result of field test performing heading control, it was judged that the algorithm could improve the positional error, enhance the operational capability of AUV and contribute to the research of underwater navigation depending on a magnetic compass.
Keywords
Autonomous underwater vehicle; Dead reckoning; Declination; Field test; Extended Kalman filter;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 The society of naval architects and marine engineers (SNAME), Nomenclature for Treating the Motion of a Submerged Body Through a Fluid, New York, Technical and Research Bulletin, No. 1-5, 1950.
2 D. Thompson, D. Caress, C. Paull, D. Clague, H. Thomas and D. Conlin, "MBARI mapping AUV operations: In the Gulf of California", in OCEANS'12 MTS/IEEE, Virginia: VA, pp. 1-5, Oct. 2012.
3 D. Thompson, D. Caress, H. Thomas and D. Conlin, "MBARI mapping AUV operations in the gulf of California 2015", in OCEANS'15 MTS/IEEE, Washington: WA, pp. 1-7, Oct. 2015.
4 T. Brown, J. Damiano, S. Jhala, R. Moore, B. Morgan, V. Nguyen, T. Opheim, T. Ringwald, W. Roman, and J. Turk, "Next generation mine countermeasures for the very shallow water zone in support of amphibious operations", Naval Postgraduate School, Monterey, California: CA, No. NPS-SE-12-001, pp. 1-401, Mar. 2012.
5 T. I. Fossen, Handbook of Marine Craft Hydro-dynamics and Motion Control, Chichester, United Kingdom: A John Wiley & Sons, 2011.
6 C. W. Nam and S. S. Lim, "Position-fix improvement of integrated GPS and DR system using two-level noise model", Journal of Advanced Navigation Technology, Vol. 2, No. 2, pp. 75-83, Dec. 1998.
7 S. C. Park, S. B. Chun, J. W. Kim and M. B. Heo, "Development of monitoring program based an automotive GPS/DR integrated navigation system for lane departure warning", Journal of Advanced Navigation Technology, Vol. 14, No. 6, pp. 791-799, Dec. 2010.
8 Y. S. Park, D. H. Lee, W. S. Choi and J. M. Lee, "Sea-surface localization of AUV using extended Kalman filter for INS/GPS", in Conference of Institute of Control, Robotics and Systems, Daejeon: Korea, pp. 97-98, May. 2015.
9 H. S. Kang, S. M. Hong, J. N. Sur and J. Y. Kim, "Design of GPS-aided dead reckoning algorithm of AUV using extended kalman filter", Journal of Ocean Engineering and Technology, Vol. 31, No. 1, pp. 28-35, Feb. 2017.   DOI
10 S. M. Hong, Y. J. Lee, D. H. Choi, H. S. Choi and J. Y. Kim, "Development of hovering type AUV 'Octagon' and test of dynamic motion", in Proceedings of the Korean Society of Mechanical Engineers Spring Annual Meeting, Busan: Korea, pp. 176-178, May. 2014.
11 D. H. Choi, Y. J. Lee, S. M. Hong and J. Y. Kim, "Development of hovering-type AUV test-bed 'OCTAGON' ", Journal of the Korean Society of Marine Engineering, Vol. 40, No. 6, pp. 516-526, Jul. 2016.   DOI
12 National Centers for Environmental Information (NCEI) of National Oceanic and Atmospheric Administration (NOAA). Magnetic field calculators [internet]. Available: https://www.ngdc.noaa.gov/geomag-web/#declination