• DocumentCode
    2133830
  • Title

    Applications of fuzzy logic to the control of an autonomous underwater vehicle

  • Author

    Smith, S.M. ; Rae, G.J.S. ; Anderson, D.T.

  • Author_Institution
    Dept. of Ocean Eng., Florida Atlantic Univ., Boca Raton, FL, USA
  • fYear
    1993
  • fDate
    1993
  • Firstpage
    1099
  • Abstract
    Describes applications of fuzzy logic to the control of an autonomous underwater vehicle (AUV). One application described here is a fuzzy logic six degree-of-freedom flight control system by the Ocean Voyager, an AUV currently under development. Heading, pitch, and depth are controlled simultaneously by three separate fuzzy logic controllers, each a function of setpoint error and error rate. An additional fuzzily constrained integrator compensates for frictional effects and setpoint error. The fuzzy controllers were tested and show good performance over a range of velocities. Another application described is a docking controller for the Ocean Voyager. This controller enables the AUV to dock with another underwater vehicle. Both moving and stationary targets are allowed. The fuzzy rule base recursively drives the vehicle toward intermediate fuzzy goals that become more precise as the final target is approached. The fuzzy goal approach does not rely on high accuracy maneuvers or waypoints. Docking proceeds as long as the AUV remains in a funnel of acceptable intermediate positions. Performance of the docking controller was tested by simulation
  • Keywords
    fuzzy control; marine systems; mobile robots; vehicles; Ocean Voyager; acceptable intermediate positions; autonomous underwater vehicle; depth; docking controller; error rate; flight control system; frictional effects; fuzzily constrained integrator; fuzzy logic; fuzzy rule base; heading; intermediate fuzzy goals; pitch; setpoint error; Aerospace control; Error analysis; Error correction; Fuzzy control; Fuzzy logic; Oceans; Testing; Underwater vehicles; Vehicle driving; Velocity control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 1993., Second IEEE International Conference on
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-0614-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.1993.327361
  • Filename
    327361