• DocumentCode
    2805362
  • Title

    Application of fuzzy control to a sonar-based obstacle avoidance mobile robot

  • Author

    Thongchai, Siripun ; Kawamura, Kazuhiko

  • Author_Institution
    Dept. of Electr. Eng., Vanderbilt Univ., Nashville, TN, USA
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    425
  • Lastpage
    430
  • Abstract
    Describes how fuzzy control can be applied to sonar based obstacle avoidance of the HelpMate mobile robot. Behavior-based fuzzy control for the HelpMate mobile robot was designed. The design and implementation of the fuzzy control system is described. The fuzzy controller provides the mechanism for solving sensor data from all sonar sensors which present different information. The behavior-based approach is implemented as an individual high priority behavior. The highest level behavior is called task-oriented behavior, which consists of two subtasks, wall following and goal following. The lower level is obstacle avoidance behavior. The lowest is an emergency behavior. Visual Basic 6 code was developed for implementation. The fuzzy inference system was created. Helpmate obstacle avoidance was implemented. The result shows that each behavior works correctly. The HelpMate robot can avoid all obstacles that are detected by sonar sensors
  • Keywords
    collision avoidance; control system synthesis; feature extraction; fuzzy control; fuzzy logic; intelligent control; mobile robots; sensor fusion; sonar; ultrasonic transducers; HelpMate mobile robot; behavior-based fuzzy control; emergency behavior; fuzzy controller; fuzzy inference system; goal following; individual high priority behavior; sonar sensors; sonar-based obstacle avoidance; task-oriented behavior; wall following; Fuzzy control; Fuzzy set theory; Fuzzy sets; Intelligent robots; Laboratories; Mobile robots; Sliding mode control; Sonar detection; Sonar measurements; Visual BASIC;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications, 2000. Proceedings of the 2000 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • Print_ISBN
    0-7803-6562-3
  • Type

    conf

  • DOI
    10.1109/CCA.2000.897461
  • Filename
    897461