• DocumentCode
    162145
  • Title

    Bio-inspired navigation based on geomagnetic for the autonomous underwater vehicle

  • Author

    Mingyong Liu ; Kun Liu ; Xingguang Peng ; Hong Li

  • Author_Institution
    Sch. of Marine Sci. & Technol., Northwestern Polytech. Univ., Xi´an, China
  • fYear
    2014
  • fDate
    7-10 April 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Dependence on the prior magnetic map become one of the key problems which restrict the development of the geomagnetic navigation. This paper inspired from the animal navigation behavior which dispense with the priori geomagnetic map. First, we generalize the bio-inspired navigation process as a multi-objective problems. Then, present a stress evolution search AUV navigation model for the particularity of geomagnetic navigation, which make multi-objective problem solving search combine with navigation movement to achieve the purpose of navigation. Finally, compared the present model with a gradient descent model with part priori geomagnetic map. The simulation results show that the proposed algorithm allows the AUV to navigate efficiently using geomagnetic information without prior map. The proposed algorithm offers insights into the research and application of the biologically inspired geomagnetic navigation.
  • Keywords
    autonomous underwater vehicles; evolutionary computation; geomagnetism; marine navigation; search problems; animal navigation behavior; autonomous underwater vehicle; bio-inspired navigation process; geomagnetic navigation; gradient descent model; magnetic map; multiobjective problems; navigation movement; priori geomagnetic map; stress evolution search AUV navigation model; Animals; Biological system modeling; Convergence; Magnetomechanical effects; Navigation; Search problems; Stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    OCEANS 2014 - TAIPEI
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4799-3645-8
  • Type

    conf

  • DOI
    10.1109/OCEANS-TAIPEI.2014.6964446
  • Filename
    6964446