• DocumentCode
    428721
  • Title

    Extraction of environmental information of a mobile robot based on computational intelligence

  • Author

    Kubota, Naoyuki ; Ito, Yu

  • Author_Institution
    Dept. of Mechanical Eng., Tokyo Metropolitan Univ., Japan
  • Volume
    6
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    5777
  • Abstract
    This paper proposes a perceptual system based on computational intelligence. Basically, a robot should perceive its environment based on the physical body. This indicates the meaning of a sensory input can be interpreted according to the features of the physical body. First of all, a robot performs map building according to the physical size of the robot, and then, the robot extracts structure of color information form the environment, that can navigate the robot to a target point. Finally, the robot learns collision avoiding and target tracing behavior based on visual perception.
  • Keywords
    collision avoidance; evolutionary computation; mobile robots; navigation; robot vision; visual perception; collision avoiding; computational intelligence; environmental information extraction; map building; mobile robot; perceptual system; sensory input; target tracing behavior; visual perception; Buildings; Cognitive robotics; Computational and artificial intelligence; Computational intelligence; Data mining; Humans; Intelligent robots; Mobile robots; Robot sensing systems; Simultaneous localization and mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1401116
  • Filename
    1401116