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Underwater terrain aided navigation based on acoustic imaging

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Underwater terrain aided navigation is applicable to underwater vehicles during long missions. It relies on a prior known ocean bathymetric map and collected in-situ sonar data to determine the position of the vehicle. The performance of the navigation system depends on the sea floor characteristics and algorithms that are used to match those two sets of data. In this paper, a novel idea was proposed to treat bathymetric maps and in-situ sonar data as images. A variety of existing algorithms developed for image processing can be applied to obtain position fixes. Textual features extraction, image interpolation and image registration were tested using available bathymetric data and synthesized sonar data as collected in-situ. Simulation results indicate that the chosen image analysis methods are capable of providing robust position fixes. The image characteristics extracted from the underwater terrain data are shown to be rotation and scale invariant. As the resolution of multi-beam bathymetry sonars keeps improving with technology advances, the use of image analysis techniques facilitates underwater terrain aided navigation for a wide range of new applications.
Słowa kluczowe
Czasopismo
Rocznik
Tom
Strony
153--160
Opis fizyczny
Bibliogr. 15 poz., rys., tab.
Twórcy
autor
  • Science and Technology on Underwater Acoustic Laboratory Harbin Engineering University Harbin, 150001, China
  • Department of Electrical and Computer Engineering University of Victoria, Victoria, BC, Canada
autor
  • Science and Technology on Underwater Acoustic Laboratory Harbin Engineering University, Harbin, 150001, China
autor
  • Department of Electrical and Computer Engineering University of Victoria, Victoria, BC, Canada
Bibliografia
  • [1] B. Jalving, K. Gade, O. Hagen, K. Vestgård, A toolbox of aiding techniques for the HUGIN AUV integrated inertial navigation system, Proceedings of IEEE Oceans 2003, San Diego, CA, 2003.
  • [2] N. Bergman, Recursive Bayesian estimation - navigation and tracking applications, Ph.D. dissertation, Department of Electrical Engineering, Linköping University, Sweden, 1999.
  • [3] L. Hostetler, Optimal terrain-aided navigation systems, AIAA Guidance and Control Conference, Palo Alto, CA, 1978.
  • [4] X.L. Chen, Y.J. Pang, Y. Li, P.Y. Chen, Underwater Terrain Matching Positioning Method Based on MLE for AUV, Robot, Vol. 34, 559-565, 2012.
  • [5] E.H. Wu, L.C. Shen, W.S. Chang, Terrain Uniqueness Analysis in Terrain Contour Matching, Journal of National University of Defense Technology, Vol. 20, 5-8, 1998.
  • [6] F.M. Liu, Y. Cheng, Application of H∞Filter and Kalman Filter in TAN/INS Navigation System, Navigation of China, Vol. 3, 38-41, 2004.
  • [7] RESON Inc., Seabat 7125 Operator’s Manual, February 13, 2006.
  • [8] K. Ånonsen, O. Hallingstad, Terrain aided underwater navigation using point mass and particle filters, Proceedings of the IEEE/ION Position Location and Navigation Symposium 2006, San Diego, CA, April 2006.
  • [9] Q. Liu, X.S. Xu, Study on Sea-bottom Topographic Data Gridding Methods, Ship Electronic Engineering, Vol. 33, 59-64p, 2013.
  • [10] D.T. Sandwell, Biharmonic Spline Interpolation of GEOS-3 and SEASAT Altimeter Data, Geophysical Research Letters, Vol. 2, 139-142, 1987.
  • [11] Y.W. Hu, Sonar Image Segmentation and Recognition Based on Fractal Theory, Dissertation for the Degree of M.E., Harbin Engineering University, 2009.
  • [12] A. Baraldi, F. Parmiggiani, An Investigation of the Textural Characteristics Associated with Gray Level Co-occurrence Matrix Statistical Parameters, IEEE Transactions on Geoscience and Remote Sensing, Vol. 33, 293-304, 1995.
  • [13] Y. Ma, Underwater Terrain Navigability Analysis Based on Multi-beam Sonar, Dissertation for the degree of M. Eng., Harbin Engineering University, 2010.
  • [14] T. Zhang, X.S. Xu, P.J. Li, Selection Criteria for Matching Area in Terrain Aided Navigation Based on Fuzzy Decision, Journal of Dalian Maritime University, Vol. 35, 5-8, 2009.
  • [15] M.F. Tian, Research on Prior Map Data Processing Based Terrain Aided Navigation Methods for Underwater Vehicles, Dissertation for the degree of M. Eng., Harbin Engineering University, 2007.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-3f596624-b88d-4047-83de-098a3b0ff369
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