• DocumentCode
    804330
  • Title

    Fuzzy logic for depth control of Unmanned Undersea Vehicles

  • Author

    DeBitetto, Paul A.

  • Author_Institution
    Charles Stark Draper Lab. Inc., Cambridge, MA, USA
  • Volume
    20
  • Issue
    3
  • fYear
    1995
  • fDate
    7/1/1995 12:00:00 AM
  • Firstpage
    242
  • Lastpage
    248
  • Abstract
    Fuzzy logic is a viable control strategy for depth control of undersea vehicles. It has been applied to the low speed ballast control problem for ARPA´s Unmanned Undersea Vehicle (UUV), designed and built by Draper Laboratory. A fuzzy logic controller has been designed and tested in simulation that issues pump commands to effect changes in the UUV depth, while also regulating the pitch angle of the vehicle. The fuzzy logic controller performs comparably to the current ballast control design. The controller is also less sensitive to variations in the vehicle configuration and dynamics. The benefits of the fuzzy logic approach for this problem are: 1) simplicity, by not requiring a dynamic model, thus allowing for rapid development of a working design and less sensitivity to plant variations; 2) better matching of the control strategy and complexity with performance objectives and limitations; 3) the insight provided and easy modification of the controller, through the use of linguistic rules
  • Keywords
    Kalman filters; control system synthesis; fuzzy control; fuzzy logic; knowledge based systems; marine systems; position control; ARPA; Draper Laboratory; Kalman filter; Unmanned Undersea Vehicle; Unmanned Undersea Vehicles; complexity; current ballast control design; depth control; fuzzy logic; fuzzy logic controller; linguistic rules; low speed ballast control; matching; modification; nonlinear time-varying system; pitch angle; pump commands; sensitivity; simplicity; Actuators; Control systems; Electronic ballasts; Fuzzy control; Fuzzy logic; Laboratories; Logic design; Logic testing; Optimal control; Vehicle dynamics;
  • fLanguage
    English
  • Journal_Title
    Oceanic Engineering, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    0364-9059
  • Type

    jour

  • DOI
    10.1109/48.393079
  • Filename
    393079