• DocumentCode
    2087411
  • Title

    Genetic planning of control actions for a high manoeuvrability AUV

  • Author

    Fernandez-Prisuelos, J. ; De Andres-Toro, B. ; Giron-Sierra, J.M. ; De la Cruz, J.M. ; Riola, J.M.

  • Author_Institution
    Dept. ACYA, Univ. Complutense de Madrid, Spain
  • Volume
    2
  • fYear
    2005
  • fDate
    20-23 June 2005
  • Firstpage
    1220
  • Abstract
    For certain operations the control of AUV motions is subject to difficulties, due to motion coupling. In this paper a high manoeuvrability AUV is considered, with only thrusters for motion control. A Genetic planning of the control actions has been devised, considering a multiobjective optimisation problem, which includes energy and time saving, and smooth operation with realistic control actions. Since the inertia of the submergible filters out control brisk changes, it turns out that there are many almost equivalent control strategies obtaining similar trajectories. This is why the characteristics of the control actions have been included as part of the multiobjective optimisation. Several diving scenarios have been specified, including obstacles. The paper begins with a description of the AUV and the control problem, then it focus on the multiobjective optimisation problem and the genetic planning to solve the problem, then it considers several scenarios and present optimal results; finally, the paper comes to conclusions and future research, which will be experimental.
  • Keywords
    genetic algorithms; marine systems; mobile robots; motion control; oceanographic equipment; oceanographic techniques; planning (artificial intelligence); remotely operated vehicles; underwater vehicles; autonomous underwater vehicle; genetic planning; motion control; motion coupling; multiobjective optimisation; submergible filters; Automatic control; Filters; Genetic algorithms; Irrigation; Motion control; Observatories; Optimal control; Robot kinematics; Robotics and automation; Underwater vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Oceans 2005 - Europe
  • Conference_Location
    Brest, France
  • Print_ISBN
    0-7803-9103-9
  • Type

    conf

  • DOI
    10.1109/OCEANSE.2005.1513233
  • Filename
    1513233